Harmonized System Cassification jobs

The system should record and organize company hardware inventory from inception to retirement. It must register physical items by serial number, category, and technical condition, and prohibit duplicate hardware tags. It must store worker profiles to track who currently possesses each machine, monitor when each unit was handed over, and register the exact date it was handed back. The system must prevent assigning devices that are already checked out, broken, or retired. The administrative interface must display real-time availability of all machines, filter items by current operational status, and show the complete checkout history of any individual worker. It must validate inputs to prevent incomplete submissions, protect database integrity with strict relationships between...

...Futures Trading Signal → Broker Execution System I am looking for an experienced developer to build an automated trading execution system for Nasdaq futures (NQ/MNQ). What I Want to Build I currently receive trading signals in text/message format. I want software that can automatically read these signals, interpret the trading instruction, and execute the appropriate trade through my futures brokerage account. The objective is: Trading Signal → Parse Instruction → Validate → Execute Trade → Automatically Manage Position The system should be capable of operating 24 hours per day during futures trading hours, Monday–Friday, without requiring me to manually enter each trade. Example Signal A signal might look something like: SHOR...

Overview: We are seeking an experienced full-stack developer or agency to build an AI-powered OCR Challan Processing & Automated Billing System. The solution will automatically read uploaded challan images/PDFs, extract relevant data, group them shop-wise, and trigger automatic PDF invoice generation once a shop reaches 200 processed challans. Key Features & Modules: Authentication: Secure user login with JWT and password protection. OCR & AI Extraction: Extract Shop Name, Challan Number, Product Details, Quantity, and Date using Google Vision API (or equivalent). Includes AI validation and duplicate detection. Shop-wise Segregation & Counter: Separate challans by customer/shop and automatically track count (e.g., 198 → 199 → 200). Automated Invoicing:...

I’m looking for an experienced AI Agent / Automation Developer to build an MVP for a cloud-based personal business operating system, primarily focused on Real Estate. The system will include: * Central CRM and management dashboard * Real estate properties, owners, clients, leads and deals * AI matching between property supply and buyer/tenant demand * WhatsApp Business integration and automated lead handling * AI follow-ups with human approval * Google Calendar, tasks and dynamic scheduling * Marketing, social media and content workflow * Digital products and order management * Finance, commissions and purchasing tracking * Market analytics and reporting * AI Executive Assistant for daily priorities and follow-ups Preferred experience: OpenAI API / AI Agents, n8n or ...

I want to launch a cash-free tipping and payment experience built around NFC wristbands that users can use. This is for tipping purposes

I’m looking for someone who can take me from a blank or malfunctioning drive to a fully-functional operating system, ready for everyday use. The task is strictly technical support focused on the installation itself—I’ll supply the license key or image, you guide or carry out the setup. Here’s what I expect: • Selection and verification of the correct OS image • Clean or upgrade installation, including basic partitioning if required • Activation, first-time updates, and driver checks to be sure the machine boots and runs smoothly If any minor post-install hiccups appear, I’d like quick pointers to resolve them, but we’re not stepping into full troubleshooting or long-term system maintenance for this project. Let me know...

...programs). I work on transactions requiring tax coordination across multiple countries and need a centralized system that collects, organizes, and automatically updates tax guidance from more than 8 countries. Primary Objectives: 1. Build a centralized tax knowledge base: A system that monitors official tax authority websites and specialized judicial bodies, automatically downloads new updates and laws, organizes them systematically. 2. Support analysis and immediate consultation for new projects: Make this centralized knowledge available to Claude AI so that when any new project is launched (local, international, or mixed), I can: • Upload the new project details • Have the system analyze it against the updated tax knowledge base • Link the new ...

I need a skilled PV engineer to prepare a complete d...panel placement, tilt, row spacing, and shading considerations. • Electrical schematics detailing strings, combiner boxes, cable runs, and protection devices. • A bill of materials listing every component required for the panel subsystem. • Energy-yield and performance simulations (PV*Sol, PVSyst, HelioScope—use whichever you’re comfortable with) to demonstrate annual production, losses, and system efficiency. • Compliance notes citing relevant local codes and standards. I will supply location, roof/ground measurements, and any utility interconnection guidelines as soon as the project starts. Please outline your design workflow, the tools you plan to use, and a realistic timeline for the ...

Project Overview We are developing a Construction Company Management System (ERP) to manage the complete workflow of a construction and interior business from lead generation to project completion, accounting, employee management, and reporting. The system is being built as a centralized platform where management, accountants, project managers, HR, sales teams, and employees can perform their day-to-day operations from a single application. Current Modules CRM & Client Management • Lead management • Client database • Follow-up tracking • Inquiry management Project Management • Project creation and tracking • Site visit records • Project status monitoring • Task assignment and tracking • Project documentation HR & Employee ...

a company specialising in private transfer and transportation services across several destinations in Spain. We are currently looking for a company that can help us develop an AI-powered automation and operations management system to centralise and streamline our booking processes. We currently receive bookings from several providers and platforms, such as Mozio, Elife, TransferZ and travel agencies, mainly by email, although information may also be received through Excel files, PDFs, documents or screenshots. Ideally, we would like to develop a system capable of: * Automatically reading incoming booking emails and extracting the relevant information. * Importing bookings from screenshots, PDFs, Excel files and other formats using AI. * Centralising all services within a ...

I'm seeking an experienced mechanical engineer to design a defense radio system that meets MIL-STD-2073 standards, with a primary focus on environmental considerations. Key Requirements: - Design must ensure durability and reliability in harsh environments. - Incorporate materials and methods that withstand temperature extremes, moisture, and contaminants. - Compliance with all relevant MIL-STD-2073 environmental criteria is mandatory. - Detailed documentation of design and compliance verification is required. Ideal Skills and Experience: - Expertise in defense-related mechanical system design. - In-depth knowledge of MIL-STD-2073 standards. - Experience with environmental testing and material selection for military applications. - Strong documentation and communicati...

I need a detailed sketch for an automatic plant watering system tailored for indoor plants. The system will draw from a water tank and incorporates a safety shut-off mechanism. Key Components: - Sensors - Arduino/Raspberry Pi - Water pumps - Safety shut-off Ideal Skills and Experience: - Experience with Arduino/Raspberry Pi - Knowledge of sensor integration - Familiarity with water pumping systems - Ability to create clear, functional system sketches

I need a 3D drawing of a liquid waste treatment system. The drawing should focus on the storage tanks, clarifier, and filter press. Requirements: - Moderate detail with annotations - Components: storage tanks, clarifier, filter press Ideal Skills and Experience: - Proficiency in 3D modeling software (e.g., AutoCAD, SolidWorks) - Experience in designing industrial waste treatment systems - Attention to detail and ability to create clear, informative annotations

I’m building out a large, multi-function venue and need a seasoned audio-visual designer to take the lead on every space. The scope covers a banquet hall, multiple conference rooms, a small restaurant, hallways with additional support areas such as a spa, theatre and chapel. You must hold CTS-D, Crestron and AutoCAD certifications and bring at least ten years of experience partnering with architects on complex commercial projects; that combination is essential for seamless coordination with our architectural team and other consultants. What I expect you to deliver •Initial work includes, spec'ing and placing speakers w/cut sheets, screens, projectors, TVs, etc. • AutoCAD (DWG) and PDF drawing sets ready for permitting and bidding • Then Full AV design pack...

I’m setting up an Automatic Number Plate Recognition (ANPR) solution from scratch and need a developer who can take the idea through to a dependable, production-ready system. Your job will cover the full pipeline—camera input, number-plate detection, character recognition, and a clean API or dashboard where I can query, export, and integrate results. I have not locked down the final feature set yet, so I’m open to your recommendations on whether to prioritise real-time alerts, historical data analytics, or seamless links to third-party platforms. What matters most is accuracy across various lighting and weather conditions and a design that lets me scale from a single roadside camera to a multi-site installation later on. If you have previous deployments on OpenCV...

Create Ultra‑Realistic Merch Template System (PSD + PNG + Canva) — One Design Flows Across All Products Description: I need a designer to build a complete Master Template System for my merch brand. I already have all my designs — now I need the template pack created so I can drop one design in and have it automatically fit across all my products.

...picks up. If the prospect doesn’t answer, the workflow must drop them into a follow-up sequence that alternates voice drops and SMS messages. Timing, content, and escalation steps should be easy for me to edit later, but the default cadence should feel personal and persistent without sounding robotic. Because I do not yet have a CRM, part of the project is selecting or deploying a lightweight system that will house every lead, show the full call/SMS history, and let my team update status or trigger manual outreach when needed. A web-based dashboard with basic tagging, pipeline stages, and simple reporting is enough for now, provided it scales if we add email or additional lead sources later. Deliverables • Real-time listener that captures A Place for Mom leads and...

I’m creating a production-ready AI/ML solution that automatically reviews articles pulled from news websites and flags any item that is likely to be fake. All content will be in English, and the system must consistently reach at least 90 % accuracy on an independent validation set; precision and recall should be reported alongside overall accuracy so I can see how it performs on both real and fabricated pieces. The workflow I have in mind combines three parts: • an automated pipeline that scrapes or ingests fresh articles, cleans the text, and stores it in a structured format; • a robust NLP model—think transformer-based architecture fine-tuned on a well-curated fake-vs-real news dataset—trained and evaluated in Python with libraries such as PyTorch,...

I need an experienced F&B packaging designer to develop a cohesive yet flexible system for MORI — Modern Matcha. The look should feel premium and contemporary while weaving in traditional Japanese motifs; each SKU will stand apart through its own unique pattern but still sit comfortably within one visual family. You’ll begin with our two core formats—sachets and stand-up pouches—then help me scale the system across future sizes or pack types. Clean typography, thoughtful hierarchy and production-ready layouts are critical; what you hand off must move straight to the printer without surprises. Key deliverables • Print-ready artwork and dielines for every SKU • Editable Adobe Illustrator or CorelDRAW files (layered, CMYK, linked image...

...assets. 5. Generates AI narration. 6. Adds music/SFX where practical. 7. Creates 9:16 videos. 8. Adds animated subtitles and opening POV text. 9. Generates titles, descriptions and hashtags. 10. Saves the completed video for approval. 11. Allows approved content to be published across multiple social platforms. Important: There must be a human approval/fact-check stage before publishing. The system should use inexpensive tools wherever possible and minimise AI-generation costs. Please quote a fixed price for building and documenting the complete workflow. I want to own the workflow and accounts rather than pay an ongoing agency fee...

I’m leading a senior-year project where my student team will build and test an induction-motor drive (motor, VFD, sensors, protection, filters, the works). What we’re missing is seasoned electrical-engineering insight during the DESIGN phase. Here’s what I’d like from you: • Review and refine our single-line and wiring diagrams, ensuring safe operation on a 3-phase, 480 V supply. • Help size and specify the motor, VFD, fuses/MCB, contactors, braking resistor, EMI/RFI filters, current/voltage sensors, and any surge- or overload-protection devices. • Validate thermal calculations, harmonic considerations and grounding/shielding practices. • Provide a concise Bill of Materials with part numbers and vendor suggestions, flagging long-lead or co...

...future mobile or biometric integrations can plug into the same API. • Responsive UI; basic dashboard widgets for daily status, leave balances and monthly summaries. Deliverables 1. Source code for React app and .NET Core API in a Git repo. 2. Database schema and seed data scripts. 3. Postman (or Swagger) collection demonstrating every endpoint. 4. Short deployment guide for running the system locally or on a VPS. Acceptance criteria • A user from each role can log in, perform their allowed actions and is blocked from anything else. • Clock-in/clock-out entries instantly reflect in attendance reports. • Leave requests change the employee’s availability and appear in managerial approval screens. • All pages load in <2 s on a sta...

I’m building a Service Management platform in Laravel and MySQL and need a developer who can take it from polished Figma screens to a fully working application. Only an Admin role is required, but that role must be able to oversee everything: register/login securely, create services, assign technicians, track requests as they move from Pending through Completed or Cancelled, and maintain the user base. All screens are already designed; your focus is clean Blade + Bootstrap implementation, solid Eloquent models, and REST endpoints that answer with JSON so our mobile team can plug straight in. Because the business relies on data-driven decisions, the dashboard also needs advanced analytics—interactive charts, KPIs, and exportable reports that show request volumes, technicia...

I need a developer who knows Shopify inside-out to add an appointment-scheduling system to my store. The key requirement is reliable Google Calendar sync so every new booking instantly shows up in my business calendar and any changes propagate both ways. Here’s how I picture the flow: a customer picks a time slot on the storefront, pays or confirms (the payment workflow is already handled by my current checkout), and the slot is immediately written to Google Calendar. Staff will also need to see updates if a customer reschedules or cancels. If you already have a preferred Shopify app or custom approach that handles Google Calendar sync smoothly, I’m open to it as long as it stays lightweight and doesn’t slow page speed. Suggested apps include Cowlendar, Apntl...

I have an API for Channel Manager. I want to build an application that connects with the API for maning inventory, rates and availabilities with attractive and user friendly UI. Minimal PMS, Restaurant POS, housekeeping, reports are the features im looking for. It should be a saas application to distribute among hotels and hotel groups to manage their bookings and all at one platform avoiding overbookings and all.

Design and implement an offline tabular Q-learning (Q-table) controller in MATLAB/Simulink for a hybrid PV–battery system feeding a buck converter. The controller should accurately regulate the converter’s output voltage under varying irradiance, load, and battery SOC. The project will be completed in two phases: 1. Develop a complete Simulink model of the hybrid PV–battery–buck system, generate an offline dataset of transitions, train the Q-table, and implement a MATLAB Function block for closed-loop voltage regulation using the greedy Q-table controller. 2. Enhance the controller with physics-informed reinforcement learning by incorporating buck converter equations into the reward function and state features. Demonstrate voltage regulation under vary...

Developing Simio Simulation model

Need someone to buld a fast, clean, and strictly simple SaaS Applicant Tracking System (ATS) for small and medium businesses. What You Will Build: * Authentication & Multi-Tenancy: * Email + Password + CAPTCHA + mandatory email OTP/MFA. * Strict tenant isolation and region-aware data residency (US vs. EU/EEA storage). * 3 customer roles: Owner (full control), Hiring Manager (team-level oversight), and Recruiter (restricted strictly to assigned candidates/jobs). * Job & Pipeline Management: * Create, edit, publish, and pause job posts with custom application questions and knockout questions. * Visual Kanban-style candidate pipeline (Applied, Hired, and Rejected are protected, with custom intermediate stages). * Fast dropdown filtering by Job and Team Membe...

I need a Simulink model that lets me design and test a full state-space control system in both continuous-time and discrete-time forms. The goal is to compare the two implementations side by side inside the same project so I can evaluate performance, stability margins, and implementation effort before moving to hardware. I will provide the plant dynamics and desired performance indices as soon as we start. From there, I’d like you to: • Build the continuous-time state-space controller in Simulink, organised with clear subsystems for A, B, C, D matrices and any pre-compensators or observers you feel are appropriate. • Create the matching discrete-time version (sample time will be specified) and place it in a parallel branch of the model for direct simulation compa...

I need a full-fledged Hospital Information Management System built to Indian standards. Core functionality must cover patient record management, appointment scheduling, and integrated billing & invoicing, and the same codebase has to run smoothly in both clinics and multi-specialty hospitals without major rework. If you already have a proven product, I’d like to see a working demo immediately; if you plan on building from scratch, walk me through your tech stack, timeline, and how you will meet local compliance such as NDHM/ABDM, NABH, HL7 or FHIR where applicable. Deployment can be cloud, on-premise, or hybrid, but all data must remain on servers physically located in India with full role-based access control, audit logs, prescription printouts in local languages, and st...

... (built on Vercel; Squarespace holds the domain only) ## Background Ignite Legal Ops is a legal operations and paralegal support company serving US law firms, paralegal service companies, and LDAs. Practice areas: probate, estate planning, guardianships, conservatorships, civil litigation. Client acquisition is currently manual, no automated intake or follow-up. This project builds that system only, not ongoing outreach. ## Objective A lead capture and follow-up pipeline that: 1. Captures inbound interest from US attorneys/firms through a form 2. Auto-qualifies and sorts leads by practice area and urgency 3. Sends a timed follow-up sequence to leads who don't book a call 4. Routes qualified leads to Calendly 5. Gives a basic dashboard view of the pipeline ## Recommended...

...professional and functional online menu system for a delivery store, using the WordPress platform. The project involves creating a dedicated menu page with product categories, detailed product display (photo, name, description, price), quantity selection functionality, and a shopping cart. The system should automatically calculate the order total and allow checkout, where the customer will provide their delivery details (name, phone number, address, neighborhood, and house number). A crucial requirement is integration so that, once the order is finalized, it is automatically organized and sent to the store’s WhatsApp. There is no need for an online payment system at this stage, as the order will be completed via WhatsApp. It is essential that the system...

We are repositioning an approximately 60-room Branson motel for workforce, extended-stay, employer-account, Airbnb, and nightly guests. We need a hotel operations consultant to build a low-labor system where VAs handle most GM and front-desk duties. On-site staff will handle housekeeping, inspections, basic maintenance, lockouts, emergencies, vendor access, and physical tasks. ## Scope The consultant will: * Design the VA operating model, responsibilities, and escalations * Select, configure, integrate, and test the PMS, booking engine, channel manager, payments, guest communications, smart locks, maintenance, revenue management, employer accounts, and reporting * Design camera, security, internet, cybersecurity, access-control, and outage procedures; coordinate installation and...

I need a thorough, unbiased assessment of my current Beds24 configuration. Your task is to explore every corner of the platform—from the way guests and staff experience the interface, to how quickly pages render, all the way through to whether each advertised feature actually works as intended—and flag anything that slows us down or creates friction. Scope • User interface & experience: walk through common guest and admin journeys, note confusing screens, redundant clicks, inconsistent styling, or anything that could deter bookings. • Performance & speed: measure load times, server response, and overall responsiveness under realistic traffic. Please back findings with repeatable metrics (e.g., Lighthouse, WebPageTest, or your preferred diagnostic tool). ...

I have website () that I would like help rebuilding as a conventional, portable website rather than having a website that is built on Website builder. I would like the site to have a Secure Data Upload system where clients can upload MS Excel data files to me. I have a proposed visual design that I can share. I'll like to use the existing EEO Made Simple site as the source material. The proposed visual design will preserve the important substance and credibility, but I would like the site to be modern, professional and portable.

I need a partner to architect, develop, and deploy a truly end-to-end ERP that spans every corner of the organisation. The platform must include dedicated modules for: • Accounting • Inventory Management • Human Resources These three modules have to work seamlessly together so Finance, Operations, and HR teams can share one source of truth. I expect the full lifecycle: requirements refinement, technical design, coding or platform configuration, integration with existing data sources, data migration, user acceptance testing, and final roll-out. An intuitive web interface, role-based security, audit trails, and real-time reporting dashboards are mandatory. If you prefer working with a proven framework such as Odoo, ERPNext, Microsoft Dynamics, SAP B1, or a custom stac...

I need a thorough, unbiased assessment of my current Beds24 configuration. Your task is to explore every corner of the platform—from the way guests and staff experience the interface, to how quickly pages render, all the way through to whether each advertised feature actually works as intended—and flag anything that slows us down or creates friction. Scope • User interface & experience: walk through common guest and admin journeys, note confusing screens, redundant clicks, inconsistent styling, or anything that could deter bookings. • Performance & speed: measure load times, server response, and overall responsiveness under realistic traffic. Please back findings with repeatable metrics (e.g., Lighthouse, WebPageTest, or your preferred diagnostic tool). ...

Sports Courts System Enhancements using Laravel for the backend and Vue.js for the frontend.

Physics-Aware AI for Video Surveillance Project Overview We are looking for an experienced AI/Computer Vision developer or researcher to develop a prototype of a Physics-Aware AI-based Video Surveillance System. The objective is to build a surveillance solution that combines deep learning, computer vision, object tracking, motion analysis, and physics-based constraints to detect and predict abnormal events more accurately than conventional AI systems. Client Requirements The system should: Detect and track people, vehicles, and other objects in CCTV/video footage. Analyze position, velocity, acceleration, direction, and trajectories. Detect abnormal activities such as: Falls Unauthorized entry Abnormal movement Vehicle–pedestrian collision risks Unusual trajectories ...

...For background on the wider initiative, feel free to browse the current projects here: If you’d like updates on future consultancy openings, or part-time roles, subscribe to our channel: @kaai-visions?si=xMNj_MugNtN-Su1a. I’m keen to collaborate with experts who can turn this concept into a demonstrable, privacy-respecting system....

I need a precise 3D AutoCAD model of a liquid-waste treatment system that includes every storage tank, clarifier, filter press and the full run of piping that links them. This is not a simple block-out: I want a highly detailed representation with all nozzles, flanges, valves and structural supports shown, plus clear annotations, equipment tags and flow arrows that make the process easy to follow during technical review. You will work from the specifications, sketches and P&IDs I supply, so dimensional accuracy and respect for my layer naming conventions are essential. The final package should contain: • A native AutoCAD 3D file with organised layers and view presets • A presentation-ready PDF (A1) showing plan, elevations and an isometric with legible labels Acce...

I need a 3D drawing of a liquid waste treatment system. The drawing should focus on the storage tanks, clarifier, and filter press. Requirements: - Moderate detail with annotations - Components: storage tanks, clarifier, filter press Ideal Skills and Experience: - Proficiency in 3D modeling software (e.g., AutoCAD, SolidWorks) - Experience in designing industrial waste treatment systems - Attention to detail and ability to create clear, informative annotations

I'm seeking an experienced QA tester to thoroughly test our finance and accounting system. Key testing areas include: Functionality: - Transaction processing - Report generation - Data reconciliation - Full system check Security: - User authentication - Data encryption - Access controls Usability testing is also required to ensure the system is user-friendly. Ideal skills and experience: - Strong background in finance and accounting systems - Proven QA testing experience - Familiarity with security protocols and testing methods - Detail-oriented with excellent analytical skills - Prior experience in usability testing Please provide relevant work experience in your bids.

...job requirements. Implemented resume upload and skill extraction using NLP techniques. Built skill-gap analysis to identify missing and required skills. Added company/job-role based analysis and job-readiness scoring. Developed an assessment system with MCQ quizzes and coding tests. Implemented authentication, protected APIs, database integration, and backend services. Built using Node.js, , MongoDB, React.js, and Python/NLP. AutoPulse – Used Car Review Sentiment Analysis () Built an NLP-based system for analyzing customer reviews from used-car platforms. Collected and processed large-scale review data. Performed text preprocessing, cleaning, and sentiment classification. Analyzed customer opinions around aspects such as price, car condition

I run on WordPress and now want to move beyond a simple brochure site. The next phase is to add true e-commerce capability, a fresh blog area, and a secure user-registration / login system—all integrated cleanly into the existing theme without disrupting current pages or URL structure. Here is what I need from you: • E-commerce setup – product catalogue, cart, checkout and payment gateway configured, with tax/shipping rules suited to an Indian stationery brand. WooCommerce is the natural fit, but I’m open to any plugin that delivers the same stability and reporting. • Member accounts – allow shoppers and readers to register, log in, track orders and manage profiles. Social login is a plus as long as data remains GDPR compliant. • Blog roll...

No AI :-) I will reject all 100% AI generated videos without our locks (STEP attached) and without our LED with a diameter of 5mm Contest: to win the contest, send me a szene with the lady ... minimum 3 seconds ... Once you won the contest, you can make the rest :-) which is already included in this price. ## Video Length 20–25 seconds ## Format * 16:9 (1920 × 1080) * Adaptable for LinkedIn (9:16) * Adaptable for WhatsApp ## Style High-end, modern, photorealistic, cinematic camera movements, premium fitness club environment. --- # Scene 1 – Overview A modern, premium fitness studio featuring a wall of elegant black lockers. All locker doors are closed. Each locker door only features: * a small **5 mm LED indicator** * a tiny opening hole for emergency unloc...

I am looking for a Contractor for 1year assignment for a client based out of Shanghai, China. Primary Focus of the Project is Optimization .NET System Architect with 5+ years of experience. Key deliverables • Diagnostic report outlining current UI pain points and their root causes • Actionable optimization plan with timelines, risk assessment, and resource needs

...Sony FH-110W hi-fi system with matching APM speakers on Leboncoin and would like you to take the whole deal off my hands. I have not contacted the seller yet, so your first job is to reach out through the listing on my behalf, confirm the item is still available and open a friendly dialogue. Please negotiate the price down from the current listing; I’m happy to hear your strategy but expect you to push for a fair reduction without jeopardising the sale. Once you have an agreement, arrange an in-person inspection. I need clear photos, a quick functional test (power-on, basic playback, speaker output) and confirmation that the cosmetics match the advert. If everything checks out, pay the seller, collect the unit and organise secure packaging. Final leg is shipping the sy...

We are looking for an experienced Adobe Photoshop mockup designer to create a reusable and automation-ready PSD mockup system for our e-commerce brand DREVTEX. This is not a job for manually creating individual product images one by one. The goal is to create reusable Photoshop master templates with Smart Objects. Later, we will automatically insert different transparent product PNG files into these PSD templates and generate product images for Shopify. We will provide: detailed project brief in PDF sample transparent PNG product files black and wood-texture examples website reference test product code: P33945 Deliverables 1 Product Master PSD The Product Master must include 3 views: Hero Wall Angled Detail Close-up Detail Requirements: reusable PRODUCT_SMART_OBJECT realisti...

I’m creating a production-ready AI/ML solution that automatically reviews articles pulled from news websites and flags any item that is likely to be fake. All content will be in English, and the system must consistently reach at least 90 % accuracy on an independent validation set; precision and recall should be reported alongside overall accuracy so I can see how it performs on both real and fabricated pieces. The workflow I have in mind combines three parts: • an automated pipeline that scrapes or ingests fresh articles, cleans the text, and stores it in a structured format; • a robust NLP model—think transformer-based architecture fine-tuned on a well-curated fake-vs-real news dataset—trained and evaluated in Python with libraries such as PyTorch,...