Flaskproiecte

...small LED display system (64×32 pixels) and need a simple browser-based timeline editor built in JavaScript. The goal is to create a drag-and-drop timeline interface where users can add different types of “cards,” rearrange them, edit their properties, and export the result as JSON. This is a front-end only project. No database or backend logic is required. The output will be JSON that my existing Flask backend will process. Core Requirements Timeline Editor The interface should include: A card palette with buttons to add: Color card Image card Text card Transition card A timeline area where: Cards appear in sequence Cards can be dragged to reorder Cards can be deleted Clicking a card opens its properties A properties panel for editing the selected card. An Expo...

I’m building a school project and need a web-based AI bot that can act like a friendly, knowledgeable tutor. Once deployed online, the bot should: • Answer student questions in plain language • Walk through homework problems step by step • Suggest personalised study tips and resources I don’t mind whether you use Python (Flask / FastAPI), Node.js, or another sensible stack, as long as the final product runs smoothly in a browser without extra paid services. Feel free to tap into OpenAI, Hugging Face, or similar APIs if that speeds things up. Deliverables I need from you 1. Full source code, clearly commented. 2. A lightweight web UI where students type or upload a question and get an immediate response. 3. A short README with setup instruction...

...Funzionalità essenziali • Caricamento di un file .xlsx tramite interfaccia web. • Riconoscimento automatico dei fogli e delle colonne numeriche. • Selezione multipla delle colonne da analizzare. • Calcolo e visualizzazione della deviazione standard per ogni colonna scelta, con risultato immediato a schermo. Preferenze tecniche (ma resto aperto a proposte migliori) • Backend in Python con Flask o Django, oppure Node.js. • Librerie consigliate: pandas, NumPy o equivalenti per il calcolo statistico. • Front-end semplice e responsivo, anche con Bootstrap. Consegna 1. Codice sorgente completo e commentato. 2. Istruzioni di installazione (README) per avvio locale. 3. Breve guida utente che spieghi come caricare il file...

...messaging apps. Features Natural Language Processing (NLP) for human-like responses. Trainable on company FAQs and knowledge base. Multilingual support (for example, English and Hindi). Escalation to a human agent when AI cannot answer. Deployment on Website, WhatsApp, and Telegram. Analytics dashboard to monitor chats and performance. Tools and Technologies Python (Core Programming Language) Flask or FastAPI (Backend Development) HTML, CSS, JavaScript (Frontend for website integration) NLTK, spaCy, or OpenAI API (NLP capabilities) MongoDB or Firebase (Database for chat history) Twilio API or WhatsApp Business API (Messaging integration) Deliverables Fully functional AI chatbot trained with client data. A demo website with an embedded chatbot widget. Admin dashb...

I need a versatile full-stack developer with 2–5 years of hands-on experience who can move comfortably between back-end logic and front-end polish. On the server side you’ll work mainly in Python, building and extending services written in Django and Flask, so solid understanding of ORM, RESTful patterns, middleware and deployment on Linux-based environments is critical. The front-end layer is flexible. If you are productive with React, Angular, Vue or a comparable framework and can translate product ideas into clean, responsive interfaces, that works for me—what matters is the quality of the user experience you deliver. Creativity, readable code and proactive communication are essential. I tend to sketch concepts loosely and rely on you to flesh them out, sugges...

...custom expert-level prompt) to identify legal gaps or outdated clauses. PDF Generator: Create a branded, professional audit report (e.g., using ReportLab or WeasyPrint). 3. Infrastructure: The developer will have Full Root Access to a VPS (Ubuntu). Setup of the Python environment (FastAPI or Flask) as a private API. Database: Connection between WordPress (MySQL) and the Python scanner to store results. Technical Stack: Frontend: WordPress (Elementor/Astra), PHP, JavaScript. Backend: Python 3.x, FastAPI/Flask. Automation/Scraping: Playwright (for dynamic content/cookies). AI: OpenAI API integration (GPT-4o). Server: Linux VPS with Nginx/Apache. Deliverables: A fully functional WordPress site with a "Scan" feature. The Python scanning engine deployed on the VPS....

I am building a Python Flask-based web admin dashboard focused on user management. The interface needs to let me create, edit, suspend, and delete users while cleanly separating three access levels—Admin, Moderator, and Regular User. Core scope • Flask back-end with Blueprints (or similar structure) for maintainability • Jinja2-rendered pages or a lightweight front-end framework—whichever you can wire up quickly while keeping the code readable • Role-based access control middleware so each role sees only its permitted pages and actions • Clean, responsive UI using Bootstrap or Tailwind; I’m flexible as long as it looks professional I already have hosting and a basic Flask project skeleton, so you can plug straight int...

I’m building a small, clean informational website and I’d like it composed of a React JS front-end backed by a lightweight Python Flask API. The site itself is straightforward—just an About Us, Services, and Contact Us—but I want it to feel fast and modern, and I want the data behind it to be properly structured from day one. Here is what I need done: • Set up the React single-page application, styled responsively, with routing for those three sections. • Build the Flask API that powers the content, then wire it to the front-end. Core endpoints will handle user authentication, pull dynamic data for display, and accept form submissions from the Contact page. • Automate routine tasks in n8n (for example, send an email notification wh...

...the next implementing a FastAPI endpoint, and occasionally helping shape core backend workflows. What I’m looking for Strong experience with TypeScript and modern front-end frameworks such as React, , or similar, along with current tooling and best practices. Solid Python skills and hands-on experience with at least one production-ready web framework (FastAPI preferred, but Django or Flask are also fine). Experience designing and consuming REST APIs, handling authentication, and working with relational databases. Clean Git workflows and a focus on readable, maintainable, and well-tested code. How to apply Please share links to previous work that demonstrate both front-end and back-end contributions. Short repositories or live demos are perfectly fine as long as they ...

...enters their passions, strengths, market needs, and core values. • An underlying algorithm or ruleset that cross-references those inputs with an open skills taxonomy and returns a short, ranked list of recommended skills. • Clear, well-commented code and a brief README so I can extend the project later. Tech Any modern stack is fine—feel free to propose JavaScript (React or vanilla), Python (Flask/FastAPI), or another lightweight option you prefer. Clean architecture and easy deployment (e.g., Docker or one-click Heroku) are more important than the specific language. Deliverables 1. Source code in a public or private repo. 2. Readable documentation explaining the recommendation logic and how to run the prototype locally. 3. A short video or screensho...

...enters their passions, strengths, market needs, and core values. • An underlying algorithm or ruleset that cross-references those inputs with an open skills taxonomy and returns a short, ranked list of recommended skills. • Clear, well-commented code and a brief README so I can extend the project later. Tech Any modern stack is fine—feel free to propose JavaScript (React or vanilla), Python (Flask/FastAPI), or another lightweight option you prefer. Clean architecture and easy deployment (e.g., Docker or one-click Heroku) are more important than the specific language. Deliverables 1. Source code in a public or private repo. 2. Readable documentation explaining the recommendation logic and how to run the prototype locally. 3. A short video or screensho...

...enters their passions, strengths, market needs, and core values. • An underlying algorithm or ruleset that cross-references those inputs with an open skills taxonomy and returns a short, ranked list of recommended skills. • Clear, well-commented code and a brief README so I can extend the project later. Tech Any modern stack is fine—feel free to propose JavaScript (React or vanilla), Python (Flask/FastAPI), or another lightweight option you prefer. Clean architecture and easy deployment (e.g., Docker or one-click Heroku) are more important than the specific language. Deliverables 1. Source code in a public or private repo. 2. Readable documentation explaining the recommendation logic and how to run the prototype locally. 3. A short video or screensho...

...enters their passions, strengths, market needs, and core values. • An underlying algorithm or ruleset that cross-references those inputs with an open skills taxonomy and returns a short, ranked list of recommended skills. • Clear, well-commented code and a brief README so I can extend the project later. Tech Any modern stack is fine—feel free to propose JavaScript (React or vanilla), Python (Flask/FastAPI), or another lightweight option you prefer. Clean architecture and easy deployment (e.g., Docker or one-click Heroku) are more important than the specific language. Deliverables 1. Source code in a public or private repo. 2. Readable documentation explaining the recommendation logic and how to run the prototype locally. 3. A short video or screensho...

We need a simple, localized web-based portal for a trucking company to verify that drivers are picking up the correct trailers. The system will generate a QR code at dispatch which security will later scan at the gate to confirm the trailer number against their physical observations....Confirmation: Security will look at their existing camera monitors (manual check) and click an "Approved / Confirm Exit" button on the portal. The portal must log the exact date and time of the confirmation for auditing. Audit Log / Reporting: A simple table view for management to see all completed "Checkouts," showing the timestamp, driver, and trailer number. Technical Requirements Language: Python (Flask or Django) or Node.js preferred. Database: SQLite or MySQL (must be lightwe...

NIFTY Options Automated Trading Tool Technology: Python (Flask) | Upstox Integration | AWS VPS Market: NSE – NIFTY Index Options The objective of this project is to design and develop a Python Flask–based automated trading application that executes a predefined rule-based NIFTY options strategy using the Upstox broker API. The application will support single-user authentication, provide a web-based dashboard, and ensure safe execution with logging and manual override controls. Milestone 1 – System Design & Architecture Scope Final confirmation of strategy logic & edge cases Application architecture (Flask app structure) Data flow design (market data → logic → order execution) Database schema (orders, positions, logs) Risk & fa...

NIFTY Options Automated Trading Tool Technology: Python (Flask) | Upstox Integration | AWS VPS Market: NSE – NIFTY Index Options The objective of this project is to design and develop a Python Flask–based automated trading application that executes a predefined rule-based NIFTY options strategy using the Upstox broker API. The application will support single-user authentication, provide a web-based dashboard, and ensure safe execution with logging and manual override controls.

...detection like YOLO). * Real-Time Risk Dashboard: * A simple UI that displays a "Trust Score." If the score drops below a threshold, it shows a "SCAM ALERT" warning. Preferred Tech Stack: * Language: Python * ML Frameworks: TensorFlow / PyTorch / Keras * Computer Vision: OpenCV, MediaPipe * NLP: Hugging Face Transformers (BERT/RoBERTa for intent classification) * Interface: Streamlit or Flask (for the demo dashboard) Deliverables: * Source Code (well-commented). * A file for easy installation. * A short demo video showing the system detecting a scam attempt from a sample video file. * Documentation on the model architecture used. Screening Questions Questions for you? * "For the deepfake detection, will you be training a model from scratc...

My business called “The Pep Doc'' sells peptides and I need a clean, minimal logo that instantly says “scientist” without feeling cluttered. Think blue-and-white palette, of a scientist using an erlenmeyer flask and his safety goggles being the main focal point Flat icons, crisp outlines, and negative space are the look I’m after—no gradients, heavy shadows, or busy details. I’ll be applying this mark across web, print, and packaging, so I’ll need the final artwork in vector (AI/SVG) along with high-resolution PNGs, plus the exact colour codes you use. A reversed variant would also be ideal. Please show any relevant portfolio pieces that prove you can balance minimalism with personality. Once we agree on a concept, I’d like...

...The frontend is already built using React (JavaScript). The backend is implemented in Python using Flask, but it currently needs fixes and improvements to function correctly. The main goal is to debug and fix the backend so it can properly receive image batches from the frontend, process them using the existing AI/image-processing logic, and return the colorized results reliably. This includes fixing API endpoints, request/response handling, file uploads, batch processing, and ensuring stable communication between frontend and backend. The AI model itself already exists; the task is focused on backend integration and functionality, not training a new model. Required Skills: Python & Flask (API development and debugging) Experience handling image uploads and batch p...

...describes the project and highlights my tech stack. No login, dashboard, or routing required. Backend A lightweight Node.js (Express) server should expose a couple of well-documented REST endpoints. One endpoint can simply relay static JSON for now; another should call the Python service so visitors can see the full stack in action. Python layer Keep it minimal—something like a small script or Flask endpoint that performs a quick calculation or dummy data-processing task and returns a result to the Node server. The emphasis is on clear, readable code rather than sophisticated AI. Deliverables • React codebase with clear component structure • Node.js API (Express) bridging to Python • Python script/service performing the sample task • READM...

I’m midway through a full-stack build that uses Angular on the front end, Python (Flask) for the API layer, and Postgres for data storage. To keep momentum, I need an experienced engineer who can jump on a call or screen-share with me every day for roughly 2–3 hours. During those sessions you’ll give hands-on technical support across both the frontend and backend as requirements arise—code reviews, quick bug fixes, or rolling out a new feature on the spot. The workflow is straightforward: • We connect at the agreed time, walk through the current ticket, and pair-program or review code together. • You suggest clean, idiomatic solutions in Angular (TypeScript), Flask (Python 3), and SQL/ORM for Postgres. • Before we sign off, the code...

I’m looking to collaborate with developers for building a Hospital Management System using the following stack: Backend: Flask Frontend: Vue.js + Bootstrap Database: SQLite Caching: Redis Background Jobs: Celery + Redis This is a multi-user web application with role-based access and modular features (similar to real-world management systems). The project structure, documentation, and wireframes are already prepared and will be shared once we connect. Clean, plagiarism-free code (mandatory) Project must be developed from scratch AI tools can be used for assistance, but copied or reused projects are not acceptable Would prefer Indians. If you’re interested, please connect with me. I’ll share the detailed documentation and wireframes before we proceed further.

...web platform and I need one person—or a tightly knit team—to take it from concept to deployable code. Core features will revolve around training or fine-tuning a model, exposing its capabilities through secure APIs, and wrapping the whole experience in a polished, responsive front-end. There’s no rigid stack locked in yet, so bring your preferred mix of React, Angular, Vue, Node.js, Django, Flask or anything else you’re confident will scale; I’m open to whichever tool chain makes the most sense for rapid iteration, maintainability, and cloud deployment. Equally important is a clean CI/CD workflow and clear documentation so future contributors can step in without friction. I’ll supply product requirements and domain knowledge, you deliver:...

I have a Python + Flask CLI tool that processes GIS SHP files. Right now, the main issue is that web scraping takes too much time . I want to optimize the web scraping part aThe goal is to reduce total execution time by processing multiple files or tasks at the same time. I also want simple before-and-after timing to confirm that the optimization actually helps. The project already uses Flask-CLI, Fiona, Shapely, Requests, and standard Python libraries. That’s it — just make it faster by improving web scraping time with proper comments where u did chnages. FEW FREELANCERS WER CONFIDENT THEY WILL BE ABLE TO DO IT AND THEN THEY WEREN’ SAY YES WHEN YOU ARE 100% CONFIDENT FOR OPTIMIZATION. I WANT IT TO BE DELIVERED ASAP . ONCE I WILL TEST THE O...

...Every trading day * On AWS EC2 Windows instance * Alerts must be filtered strictly to IST market hours * No duplicate or delayed alerts 6. Interactive Charting * Display Point & Figure charts interactively * UX comparable to TradingView or similar * Must support: * Zoom / pan * Timeframe switching * Live updates 7. Tech Stack (Preferred, Not Mandatory) * Backend: Python (FastAPI / Flask / Django) * WebSockets: KiteTicker * Frontend: * React / Vue / plain JS * OR Python-based UI (Streamlit acceptable only if justified) * Hosting:AWS EC2 (Windows) * Alerts: Telegram Bot API 8. Alert based trades * Based on the alerts(buy/sell), proceed to trigger the trade. * The trade should be overnight all the time. * Should have the view to lock the lots and continue th...

...messages from an existing Business account. Reliability comes first; every outbound message needs an acknowledgement callback and every inbound message should be captured in a local SQLite or PostgreSQL table for later reporting. Scope highlights • Clean Python 3.x code that wraps the official WhatsApp Business Cloud API (or another compliant gateway if you can justify it) • Simple CLI or minimal Flask/FastAPI endpoint to trigger messages with parameters: recipient, template/body, media (optional) • Webhook listener that records incoming messages, delivery receipts, and errors to the database and writes them to a rotating log • Easy-to-edit config file for credentials and rate-limit settings • , deployment script, and a concise README so I can ...

...essential. Functionally, the app will serve as my personal hub: secure login, a tidy dashboard to create and search notes, links, and small file attachments, plus quick import/export in CSV or JSON so I can back everything up without hassle. A responsive interface is important because I often reach my data from both my desktop and phone browsers. I’m flexible on the tech stack—React, Vue, Django, Flask, or another modern framework—as long as the code remains clean and easy for me to maintain. Deliverables • Complete, well-commented source code • README with step-by-step Windows setup • Database schema or migration scripts • Short hand-off session or video walkthrough Acceptance Criteria I will spin the solution up on my Windows ...

I have already built and stress-tested a Flask-based file-sharing server (Python + HTML/JS/PHP/CSS) with a current capacity of 60 GB. The core upload/download workflow is solid; what I now need is an incremental upgrade focused on user management and auditing. Primary tasks • Introduce a distinct Admin role with the usual create/read/update/delete privileges over files and users while keeping existing anonymous or regular-user access intact. • Add a lightweight, searchable activity log that records uploads, downloads, deletions and permission changes with timestamps and usernames (SQLite or another simple store is fine, as long as it plugs cleanly into the Flask app). Acceptance The new routes, templates and database tables should integrate with the present ...

...both and on that box, wired up so I can hit them with a simple curl command and get back translated text. Your job is to: • set up the environment (you can advise the best-fit Python 3.x version), • install all dependencies and download the required models for the two libraries, • expose a lightweight REST endpoint (Flask, FastAPI, or similar) that accepts source text, source language and target language, returns the translated string in JSON, and works via curl out of the box, • give me start/stop scripts or a single Dockerfile/compose file so I can recreate the service quickly, • hand over a short README detailing the install steps and an example curl call. The server is Linux, so please assume systemd or docker-compose

...gate. Key points • The agent must work invisibly, without alerts, pop-ups or tray icons. • From the dashboard I should be able to choose an individual machine or group, hit “Snap”, and immediately see the screenshot with timestamp and device name. • Images should be stored with basic metadata and searchable history. • I prefer the back-end in something mainstream—Node.js, Python (Django/Flask) or similar—paired with a lightweight front-end (React, Vue or plain HTML/JS). Feel free to recommend what you believe will be most stable. • Security matters: transport must be encrypted (HTTPS/WSS) and the dashboard locked behind basic username-password authentication. • Provide an installer or script for the laptop side pl...

...Zoho Inventory/Books → invoice is generated and sent back to the customer. Anything the bot can’t handle should hand off to a live agent without breaking the thread. I already use Zoho CRM, Inventory and Books, so you can wire things up with their REST APIs, Zoho Flow, or Deluge—whatever gets the job done while keeping it easy for me to edit later. ManyChat, Chatfuel, a Node webhook, or Python Flask are all fine on the Messenger side so long as the final interface is clean and maintainable. Deliverables • Facebook Messenger bot answering FAQs and custom replies • End-to-end data hand-off into Zoho CRM, automatic sales order + invoice creation • Brief documentation and a quick video walkthrough so I can tweak flows myself Please share examp...

PROJECT OVERVIEW: InAJam is launching a tenant/landlord property management app on 7 February 2026. We need a FlutterFlow developer to finish the UI integration and deploy to app stores. WHAT'S ALREADY DONE: ✓ Complete backend (Flask REST APIs) ✓ Database architecture ✓ UI designs & specifications ✓ Testing plan YOUR WORK (2 days): Integrate UI screens with existing backend APIs Polish FlutterFlow styling/design 5 screens: Home, Repairs, Documents, Locate, Profile Connect to REST API endpoints Test on iOS + Android Prepare for app store submission REQUIREMENTS: ✓ FlutterFlow experience (OR Flutter native iOS/Android) ✓ API integration (REST, JSON) ✓ Can start IMMEDIATELY (this week) ✓ Must deliver by 6 February 2026 ✓ English communication (clear specs) ✓ Portfolio with p...

I’m launching a new retail-goods label and need a skilled Fashion designer specializing in life style products such as bags, sun glass cases, Personalized leather bound diaries, Flask covers and the like. The Person/persons should be well versed in working with leather, canvas, jute, etc. and should be able to produce designs which stand out functionally and aesthetically. The genre we are looking to cater here are Millennials and the product line should be able to resonate with this segments in terms of relatability, functionality, quirk and fashion. Here’s the creative direction so far: the look must stay modern and sleek, with my brand name or initials taking center stage rather than a detached symbol. Deliverables I’m expecting: • Design Concept &bul...

...AI and machine learning models into applications - Write clean, efficient, and well-documented code - Troubleshoot and resolve technical issues - Stay updated with the latest industry trends and technologies Requirements: - Proven experience as a Full Stack Developer - Strong knowledge of front-end technologies (React, Angular, Vue, etc.) - Proficiency in back-end frameworks (Node.js, Django, Flask, etc.) - Experience with databases (SQL, NoSQL) - Solid understanding of AI/ML frameworks (TensorFlow, PyTorch, etc.) - Good problem-solving skills and attention to detail - Ability to work independently and as part of a team - Excellent communication skills Preferred: - Prior experience with long-term projects - Familiarity with cloud services (AWS, Azure, GCP) - Knowledge of DevOps...

I have a working AI Bible Study web application with a library of 66 books (custom DSL framework). I need an experienced backend engineer to implement merchant billing (Stripe) and persistent chat memory on Google Cloud Platform, designed to scale safely toward 20,000 users without stability issues. Environment & Current State Platform: Google Cloud Platform (GCP) App: Existing Python/Flask service already deployed on GCP (working endpoints/UI) Machine Profile (current): e2-standard-4 (4 vCPU, 16 GB RAM) Storage (current): 100 GB SSD persistent disk Important: The 66 DSL-formatted books are complete and require no additional formatting or storage engineering. Scope of Work (All 4) 1) Database + Schema Design (User / Billing / Memory) Implement a relational database (Post...

...single-page web application (SPA) based on this prompt and host it on my private domain via FTP. Technical Requirements: API Integration: Connect the website to the Google Gemini API (using the logic from my Google AI Studio prompt). Security (Mandatory): Implement a secure method to hide my API Key. I do not want the key visible in the frontend code. (Preference for a simple Node.js or Python/Flask proxy). Frontend: Create a modern, professional, and responsive UI (HTML5, CSS3, JavaScript). It must look high-end and be mobile-friendly. Deployment: Upload and configure the application on my FTP server and ensure it runs correctly on my domain. Key Responsibilities: Review my current Google AI Studio prompt and settings. Suggest the best UI layout for a seamless user exper...

...sit comfortably on a bowl label, a smoothie cup or a kids-sized juice pouch without losing its grown-up polish. Here’s what matters most to me • Style: unmistakably minimalist—no clutter, no gradients that scream 2005. • Vibe: sophisticated and clean, yet still approachable enough that families see “healthy fun” at a glance. • Visual hook: I’d love a subtle nod to science—an Erlenmeyer-flask silhouette or beaker cue—worked in so it still reads as food-related, not a chemistry lab. If you can hint at berries or bowls in a minimal way, great, but the scientific twist is the priority. Not in the made in a lab way but a humans need healthy fuel to feel good way. What you’ll hand over 1. Primary logo in vector...

Project Title: Python ML...character details (e.g., specific loops, slants, and imperfections) from the sample image. It should look like real human writing, not a computer font. What You Need to Do: Select & Implement the Best Model: You have the creative freedom to choose the architecture (GANs, Diffusion Models, or Style Transfer). I am looking for the most realistic output. Build a Simple Interface: A basic local web page (Flask/Streamlit) to upload the image and generate text. Output Format: The system should generate high-resolution images (and preferably vector strokes if possible). Requirements: Experience with PyTorch/TensorFlow. Knowledge of Generative AI (GANs, Diffusion, or Transformer-based style transfer). Ability to work with Image Processing (OpenCV) to clean up ...

...proficiency in React, Vue.js, or similar, with TypeScript as a plus. • Back-end skills in Node.js, Python (Django/Flask), or PHP (Laravel). • Experience with database design (SQL or NoSQL) and creating RESTful APIs. • Ability to write clean, maintainable code and implement best practices for performance and security. What I Provide: • Detailed design mockups (Figma/XD files) or a clear project scope. • A collaborative approach and prompt feedback. Please include links to your portfolio or relevant past projects in your proposal. Let me know your estimated timeline and budget for this type of work. skills: Proficiency in React or Vue.js Experience with Node.js, Python (Django/Flask), or PHP (Laravel) RESTful API Development Database Design &am...

...- **Python backend development**, experience in real-time data processing - **Redis**: in-memory database for storing real-time bus states (position, speed, ETA, status) - **PostgreSQL**: optional but recommended for storing historical data for analysis and statistics - **GTFS / GTFS-Realtime / OpenTripPlanner** experience - **Geolocation / GPS data processing** - **API frameworks**: FastAPI or Flask - Ability to handle scalability from **10 buses (pilot) → 100+ buses → multiple lines/cities** - Knowledge of scheduling / timers for high-frequency updates **Deliverables:** - Fully working real-time engine with GTFS-Realtime feed - Documentation for setup and scaling - Optional: example of historical data integration for analytics Please provide references or examples...

I’m building an end-to-end, AI-powered application that must run smoothly in the browser and as an installable desktop client. The business logic and data are ready; what’s missing is a full-stack developer who can turn the concept into a production-grade product. Stack preferences • Python for the back end—Django, FastAPI, or Flask to expose the model through a clean API. • JavaScript for the front end—React, Vue, or similar. • For the desktop build, an Electron or Tauri wrapper so we can reuse the same codebase. Scope of work You’ll design the machine-learning pipeline, implement and expose the inference service, build an intuitive UI, and package the project for web and desktop distribution. I’ll rely on you for DevOps ...

...the software side, the firmware should stream live readings over Wi-Fi or Ethernet to a simple web back end. That dashboard must show: • real-time sensor values, • time-stamped historical logs the user can scroll through or download, and • basic analytical charts so trends and outliers are obvious at a glance. If you prefer a particular stack—say, an ESP32 feeding a Node.js/React or Python/Flask dashboard—let me know; I’m flexible as long as the data arrives in the browser quickly and can be exported for later analysis. Deliverables I need to sign off on: 1. Fully wired and tested controller board with force & motion sensors calibrated. 2. Durable metal enclosure with all ports, labels, and mounting points finished. 3. Source code ...

...Management & Analysis Cloud, DevOps & Infrastructure Microsoft Azure (Functions, Logic Apps, Service Bus, Blob Storage, Data Factory, Azure DevOps) AWS Cloud Docker, Kubernetes RabbitMQ CRM, ERP & Enterprise Platforms Microsoft Dynamics CRM 365 Dynamics Business Central Sage CRM NopCommerce Sitefinity v12.2 Umbraco v8.0 DotNetNuke v4.0 Python, AI & Advanced Solutions Python, Django, Flask, Pyramid REST APIs, WebSockets PySpark AI Email & Chatbot Solutions Data Science & Analytics CMS, E-Commerce & Web Platforms WordPress, Joomla, Drupal Prestashop PHP-based systems BI, Finance & Business Support Power BI Advanced Excel Accounting, Finance & Bookkeeping Data Entry & Business Reporting MS Office Suite Tools &...

I need a production-ready web application built with Flask, the AdminLTE theme, and a SQL back-end that works as an all-in-one networking portal. The core idea is to give every authenticated user a single place where they can view real-time dashboards, chat with a local AI assistant, and organise projects together. Scope at a glance • Scalable and easily maintainable codebase (Blueprint structure, SQLAlchemy, migrations) • Multi-tenant user system with roles: Admin, Manager, Standard User • Real-time dashboards powered by so key stats refresh instantly • Local AI chatbot embedded in the interface for quick Q&A and guidance (no external API calls) • Integrated project planner: Kanban or Gantt view, task assignment, due dates, progress tracking...

...• Keep the back end modular; I want to expand later into deeper analytics or multi-account routing. Deliverables 1. Source code (front-end and back-end) with a brief README covering setup and environment variables. 2. Deployed staging instance for acceptance testing. 3. Short loom-style video walk-through highlighting the main workflows for a trader. Clean, well-commented code in Python/Flask or Node/Express is preferred, but I’m open to alternatives if you lay out the benefits....

...retrieval- Query vector database with the user's question to get the top-k most relevant documents. 4. LLM integration- Pass the retrieved documents plus the user's question to an LLM (via OpenAI API, Anthropic, Ollama for local models, etc.) as context. The LLM generates a response grounded in those documents. 5. Basic interface- Start with a simple Python script or lightweight web interface (Flask/FastAPI with a basic frontend). Minimal example structure: - Document ingestion script (loads docs → creates embeddings → stores in vector DB) - Query handler (retrieves docs → calls LLM with context → returns response) - Simple frontend or CLI to interact A system that enables collaborative storytelling through Adaptive Semantic Governance. It extra...

...Data Structures Week 6: Python Week 7: SQL Week 8: HTML, CSS, JavaScript Week 9: Flask Week 10: Final Project Where I’m at: I understand the concepts, but I still run into friction translating ideas into clean, efficient code that passes check50 and style50 consistently. I want help breaking down requirements, structuring solutions correctly, debugging efficiently, and avoiding common CS50 pitfalls. Final project: The idea and basic design are already defined. What I need help with is implementation. This includes codebase structure, correct memory handling, Flask setup if needed, and proper use of CS50 libraries. What I’m looking for: -Someone who has completed CS50 themselves -Strong in C, Python, SQL, and Flask -Comfortable reviewing code live, exp...

...slice of work from design through deployment. The core of the assignment is building and documenting clean, well-tested RESTful routes that slot smoothly into the current codebase. Everything should follow best practices for security, pagination, error handling, and versioning so the API is easy to maintain and simple for front-end consumers to use. I am flexible on framework choice (FastAPI, Flask, Django REST Framework, or similar) as long as you can justify it and deliver production-ready code. You will: • Analyse the current architecture and propose an endpoint structure that meets the new feature requirements. • Implement the endpoints, models, and business logic in Python. • Write unit tests and basic integration tests to prove functionality. • ...

...so I can trigger, monitor, and retrieve results from anywhere—no more manual launches or desktop dependencies. The job is straightforward: refactor or wrap the existing script so it operates on a server or serverless platform, expose a clean API or minimal web interface, and make sure everything runs reliably at the click of a URL or button. You’re free to choose the stack that suits you best—Flask, FastAPI, Django, AWS Lambda, Docker, or another equivalent approach—as long as the outcome is stable, secure, and easy for me to redeploy if needed. Because I need this ASAP, I’d like visible progress early and a quick turnaround on the final deployment. Once completed, I should be able to: • hit an endpoint or small web page to start the text-dat...

...Exportable outputs: • CSV • PDF Optional: • Simple web dashboard using Streamlit or Flask • Mobile-friendly view ⸻ 7. Cost Optimization The solution must: • Prefer free or low-cost APIs • Use open-source libraries: • Python • Pandas • Scikit-learn • TensorFlow / PyTorch • Use paid APIs (ChatGPT/Gemini) selectively only where necessary ⸻ Deliverables 1. Fully functional ML pipeline 2. Clean and documented source code 3. Trained models 4. Data ingestion scripts 5. Model evaluation report 6. Deployment-ready setup 7. User guide ⸻ Preferred Tech Stack • Python • Pandas / NumPy • Scikit-learn • TensorFlow or PyTorch • HuggingFace Transformers • OpenAI / Gemini API (opti...