Reinforcement learning jobs

Please Sign Up or Login to see details.

Please Sign Up or Login to see details.

...proven earthquake-resistant practice. The focus is construction rather than design theory: I already have architectural drawings, but I need a structural specialist who can translate them into a reinforced-concrete system that will reliably ride out moderate-to-strong seismic events. Here’s what I expect from you: • Detailed structural calculations (ETABS or SAP2000 preferred) that verify the reinforcement layout, column and beam sizing, and overall drift limits for a seismic zone 4 setting. • Shop-ready drawings and schedules in AutoCAD or Revit, showing rebar placement, lap splice lengths, shear-wall details, and ductile joint configurations. • A concise construction methodology document that outlines step-by-step sequencing, quality-control checkpoin...

...investors within their existing professional networks. As a Fund Scout, your role is to make appropriate introductions between the company and potential investors who may have an interest in learning more about the company. You will not be responsible for selling the investment opportunity, providing investment advice, negotiating terms, or closing transactions. Once an introduction has been made, Our’s authorised representatives will manage any subsequent discussions directly. Key Responsibilities · Identify suitable contacts within your existing professional network who may have an interest in learning more about the company. · Make a genuine, named introduction between the prospective investor and Our's Founder or designated representative. &...

...in Abaqus/Standard that captures the load-carrying capacity of CFRP-confined reinforced-concrete (RC) columns. The aim is to reproduce, with dependable fidelity, the way external CFRP wrapping improves axial load resistance when compared with unconfined RC specimens. You will start from a clean workspace and build everything required: solid geometry, material definitions for concrete, steel reinforcement and CFRP layers, appropriate interaction properties, boundary conditions and loading protocol. I expect the analysis to converge under static general or, if necessary, explicit quasi-static settings so the peak load can be extracted unambiguously. Because time is critical, I ask for documented evidence of similar work you have already done—screenshots, published papers th...

I am looking for an experienced Python and Machine Learning developer to build an AI-based bias correction model for WRF 2-meter temperature (T2m) forecasts. Historical data will include WRF forecasts and observed temperatures from weather stations . The goal is to train a model to predict forecast bias and produce corrected temperature forecasts.

# Open-Source LMS Expert Required — Production-Ready Multi-Tenant LMS ## Project Overview We are building a white-label LMS platform for multiple trading academies. The platform will allow different academy businesses to operate their own branded learning environments from a common technology platform. We are looking for a senior LMS engineer / architect who has already built and successfully launched an LMS in production using an open-source LMS codebase. This is NOT a project for someone who has only created courses in Moodle or performed basic LMS configuration. ## Mandatory Experience You must have personally worked on at least one real LMS project that was successfully launched end-to-end in production, preferably using an open-source platform such as: * Moodle * O...

...repetitive, or insufficient. 0–12 points — Needs Significant Improvement: Provides little meaningful development or insufficient evidence from personal experience. 3. Reflection and Analysis — 20 Points 18–20 points — Excellent: Consistently moves beyond narration to thoughtfully explain what the experience means, why it matters, and how it affected the writer's understanding of literacy, language, learning, communication, identity, or self. 16–17 points — Proficient: Includes meaningful reflection and analysis, although some parts of the essay rely more heavily on narration than explanation of significance. 13–15 points — Developing: Includes limited reflection. The essay primarily tells what happened without consist...

...and training documentation in Trainual * General administrative and operational support --- ## Software & Platforms Experience with these is a plus: * GoHighLevel (GHL) * Trainual * Google Sheets / Docs * CRM systems * Social media platforms You do NOT need to be an expert in everything listed above. We are looking for someone who is: * Quick to learn * Curious * Resourceful * Comfortable learning new systems We are willing to pay for courses and certifications as needed for the right candidate. --- ## Requirements * Strong written English * Good organizational skills * Detail-oriented * Reliable and dependable * Comfortable with technology and software * Able to manage multiple tasks * Good communication skills * Able to work independently --- ## Compensation *...

...Understands crime/mystery/suspense storytelling. * Has experience with AI video generation tools. * Can use tools such as Google Flow/Veo, Kling, Runway, CapCut, Premiere Pro, DaVinci Resolve, Canva, ElevenLabs, etc. * Has good understanding of pacing, suspense and viewer retention. * Can work independently from a script. * Can consistently deliver videos on time. * Is comfortable using AI tools and learning new tools when required. ### Payment **₹500 – ₹1,000 per completed video**, depending on video length, quality and complexity. Initially, I would like to start with **one test video**. If the quality is good and the workflow works well, this can become a **regular long-term project with weekly videos**. ### Important Please share: 1. Your previous faceless YouTube...

I need **200 original, valuable and engaging English-learning Instagram posts** designed to be highly **save-worthy and shareable**. Topics can include spoken English, common mistakes, daily-use sentences, vocabulary, grammar, pronunciation, idioms, phrasal verbs, workplace English, interviews, travel, conversations, quizzes and practical English tips. Content must be **genuinely useful and original**, with varied formats and no repetitive posts. **Canva is mandatory.** All 200 posts must be created in Canva, and I require the **complete editable Canva source files/links for every post and every carousel page**. Final JPG/PNG files alone are not acceptable. AI tools may be used for content and illustrations, but the freelancer must disclose **exactly what AI tools were used and w...

...expectation is that you bring strong performance-marketing expertise and continuously expand it with AI. Over time, you should be comfortable experimenting with new AI capabilities, identifying useful applications for the ads function, and helping the company adopt better AI-enabled ways of working. AI competency can be learned. Curiosity, adaptability, ownership, and the willingness to keep learning are required. Strong Advantages • US legal marketing or law firm lead generation • Personal injury lead generation • Existing experience with Claude, ChatGPT, Gemini, or other AI tools • Experience using AI for marketing research, analysis, creative development, or workflow automation • GoHighLevel • Landing page and funnel building • Conversion r...

My teenager is diving into Fortnite and plans to jump straight into EA Sports FC 26 once it launches. I’d like a coach who can walk him through the fundamentals and quickly build a solid foundation in both Strategy & Tactics and core in-game mechanics. He’s essentially at the “learning the basics” stage, so patience and clear explanations are essential. Screen-sharing, live demonstrations, and practical drills during short, engaging sessions are the kind of approach that will keep him motivated. Please outline: • How you structure beginner-level lessons for Fortnite and football titles. • The tools you use for voice, screen share, or VOD reviews. • A sample progression plan that touches on positioning, decision-making, and mechanica...

I run several AI initiatives that revolve around computer-vision pipelines, and I need an adaptable hand to keep our image data in perfect shape before it ever touches a model. Your main focus will be classic machine-learning groundwork: pulling raw image assets from cloud storage, auditing their quality, handling augmentations, labeling inconsistencies, and packaging everything into tidy, well-documented datasets that flow straight into our training scripts. Most tasks live in the data-preprocessing and cleaning stage, so you should be comfortable writing reproducible code for resizing, normalization, class-balancing, and automated sanity checks. We currently use Python with Pandas, NumPy, OpenCV, and sometimes Albumentations; if you have a favorite toolkit that speeds things up, ...

I’m ready to move beyond basic setup and really master Fancy Product Designer on my WooCommerce site. What I need is practical, advanced-level coaching focused on two areas: building products images in the required file format, resolution, size from scratch and creating reusable design elements that will give my store a uniqu...Pakistan (UTC+5), so sessions that fall somewhere between 10 am and 8 pm my time are ideal. Let’s set milestones per topic so I can track my progress and you can showcase results: first custom template, first set of reusable elements, and final polish. If you’ve coached store owners or designers before and can point me to live sites using your custom templates, that’s a big plus. Looking forward to learning from you and elevating my p...

...walk-in customers, guiding them through the story behind each handmade item, and confidently closing sales right at the counter. Because the work happens face-to-face, proven sales experience is essential—you’ll need to read customer cues, handle objections on the spot, and keep the conversation moving toward purchase. Solid product knowledge is just as important; you should feel comfortable learning about timber types, carving techniques, finishes, and the care each piece requires so you can answer questions without hesitation. Day-to-day you’ll: • Engage every guest, introduce key pieces, and upsell complementary items • Maintain tidy, visually appealing displays between customer interactions • Record sales accurately in our POS and trac...

We're developing a free, offline-first e-learning platform (DataPulseLearning Hub) for South African high school learners in Grades 8–12. Most existing textbooks, study guides, and video content are copyrighted, so we need original, CAPS-aligned content written from scratch. What we need written: study guides, practice questions with memos/solutions, and worked examples — aligned to the current CAPS (Curriculum and Assessment Policy Statement) curriculum. Subjects and grades: [STEM subjects, Accounting and EMS, Visual and Creative Arts, and CAT from 8 - 12] Requirements: strong knowledge of the CAPS curriculum for the subject/grade applied for; teaching experience or an education qualification preferred; content must be 100% original with no reproduction of exist...

...Document findings and submit annotated datasets • Participate in quality reviews and incorporate feedback Required Skills: • Video Annotation • Data Labeling • Excellent Attention to Detail • Written Communication • Time Management • Video Annotation Tools • Collaboration Preferred Qualifications: • Previous experience in video annotation or data labeling • Experience with AI training or machine-learning data preparation • Robotics project experience is a plus • Strong analytical and problem-solving skills • Ability to work independently and manage project deadlines No prior AI experience is mandatory. Relevant domain knowledge and strong attention to detail are highly valued. Know someone who would be a great ...

I need a polished slide deck of 12–15 slides, complete with detailed speaker notes, that will form the backbone of my CIPS Level 6 final oral presentation. I’ll pass you the full set of learning modules and any supporting data once we start; every slide must clearly map back to those materials so the content reflects the entire syllabus, from Strategic Supply Chain Management and Leadership in Procurement to Global Commercial Negotiation. The audience on the day will be industry experts, so the deck must read as senior-level: concise, evidence-based points on screen, while the notes tell the fuller story I’ll deliver aloud. Visual consistency, crisp graphics, and rigorous referencing of CIPS terminology are essential. Please build in coherent flow—problem, a...

...newspaper for children, designed to make learning engaging through activity-based and interactive content. We are looking for an experienced Shopify developer to migrate our existing WordPress website to Shopify while maintaining and improving the current customer journey. The project will be completed in 3 milestones: 1. Milestone 1 – Subscription Landing Page: - Migrate and design the subscription landing page with 9 subscription options (3 age segments × 3 durations). - Include a free digital issue option for lead generation. - Ensure proper functionality from product selection through checkout. 2. Milestone 2 – Kids Age Store + LMS Integration: - Set up and design the Shopify store with all products listed properly. - Integrate a suitable Learning...

Create a fun and engaging preschool worksheet set for children aged 3–4 years. The worksheets will include alphabet tracing, number tracing, and simple matching activities. The designs should be colorful, playful, and child-friendly, with cute animals, nature-inspired elements, and gentle fairy-tale touches. Use clear, easy-to-read fonts and cheerful colors while keeping the pages clean and age-appropriate. The worksheets can be designed using Canva and AI tools in A4 or US Letter size and prepared as high-resolution, print-ready PDFs. The final designs should have consistent themes, proper spacing, and safe margins to ensure clean printing without any content being cut off.

I am ready to commission a full-length, original research manuscript in artificial intelligence / machine learning that is suitable for submission to a Scopus-indexed, SCI-listed journal. At this stage I have no fixed problem statement, so I will rely on you to help shape a strong, publishable research question, design the methodology, run the experiments, and craft the paper end-to-end. Note : Apply only if you have a good publication record. Key deliverables • 2-3 complete manuscript (abstract through references) ready for journal submission • All code, datasets or preprocessing scripts required to reproduce the results • A concise response letter template explaining originality, significance and potential reviewer concerns Acceptance criteria will be c...

I need a quick-turnaround, modern conceptual plan for a new IB school campus in Tanzania. The focus is squarely on functionality: clear circulation, intuitive zoning and practical placement of learning and shared spaces. Scope You will translate my sketches and reference images into a clean 2-D campus layout and individual floor plans for two main buildings—EC & Primary, and Secondary—plus all supporting facilities. Standard classrooms, laboratories, art studios, a library, sports facilities, an auditorium, canteens, courtyards, parking, dedicated drop-off lanes and a single controlled main entrance must all be shown. No construction-level detailing is required; think of this as a presentation-ready concept I can discuss with stakeholders. Deliverables (tomorrow...

I need a mobile and tablet app that delivers DGCA-aligned pilot training in a clear, engaging format. The core of the build revolves around three learning pillars: high-quality video tutorials, hands-on interactive simulations, and graded quizzes or assessments that track each cadet’s progress toward the DGCA examination standards. Scope of work • Develop a clean, intuitive learner interface with quick access to video modules, simulation labs, and quiz sections. • Build or integrate a lightweight Learning Management System so I can upload new videos, tweak simulation parameters, and add or edit question banks without touching the codebase. • Ensure all content, question pools, and performance metrics map directly to the current DGCA syllabus; any d...

I have a collection of Hindi educational books that exist only as PDF files. I need every word re-typed into clean, error-free UTF-8 plain text so the content can later be fed into digital learning tools. Accuracy matters more than speed, yet the full set must be finished within a month. The PDFs include headings, paragraphs, tables and the usual subject-matter equations and examples you find in school textbooks. The final .txt files do not need visual formatting, but they must preserve: • Correct sentence order and paragraph breaks • All Hindi characters exactly as printed, including matras and punctuation • Any simple inline math or symbols written exactly as they appear Feel free to use OCR or transcription software as a starting point, but every line needs ...

I’m looking for someone patient and reliable to step in after school and focus on my children... • guide them through each assignment without giving away the answers, • keep them motivated and on-task, • explain concepts in clear, child-friendly language, and • check completed work for neatness and accuracy. A calm attitude, good command of both English and Marathi, and prior experience tutoring or supervising school-aged children are essential. If you can also suggest simple learning games or creative study methods, that’s a big plus. I’m ready to begin as soon as I find the right person, so please share a brief note about your childcare or tutoring background and your typical availability Monday–Friday. Let me know if you h...

...(tokio or similar) Familiarity with numerical/data crates (e.g., ndarray, polars, nalgebra) is a plus Solid understanding of performance profiling and benchmarking Good written communication — able to explain technical trade-offs clearly Nice to Have Experience with financial data, trading systems, or blockchain/DEX-related work Python experience for prototyping or interop Background in machine learning or quantitative research Open-source Rust contributions What We're Looking For Someone who thinks in terms of correctness and performance simultaneously — not just "does it work" but "is this the right algorithm and the right data structure for the job." We value clear communication and a track record of shipping real, working systems over cre...

I’m ready to give my small entertainment-meets-learning business a memorable face, starting with a fun, typography-focused logo in bold, contrasting colors. The goal is a mark that instantly signals energy and curiosity to both corporate L&D teams and casual event-goers, while still feeling professional enough to live on slide decks, social media, and merchandise. Here’s what I need from you: • A primary logo and simplified secondary mark, both driven by clever type rather than icons. • A concise brand guide (PDF) detailing the color palette, type hierarchy, clear-space rules, example mock-ups, and usage do’s & don’ts. • Final files in vector (AI/SVG) and web-ready (PNG/JPG) formats. Feel free to bring in playful letterforms, dy...

**Project Title: Build a Production-Ready iOS and Android App for an Existing Language-Learning Platform** We are seeking an experienced mobile app development company or established team to design, develop, test, and launch the student mobile application for **eloquio**, an instructor-led language-learning platform with an existing production web application and backend. This is not a concept-stage project. The selected company will work with our existing platform, backend services, brand identity, and initial mobile repository to deliver a polished, production-ready app for both iOS and Android. ### Preferred Technology The primary proposal must use: * React Native with Expo * TypeScript * Expo Router * EAS Build and Submit * One maintainable codebase for iOS and Andro...

I’m creating a learning module for college–level students and need a polished slideshow-style video that presents the core concepts in a clear, engaging way. You’ll take my completed slides (supplied by me) and transform them into a video with subtle transitions. While the tone must remain academic, the pacing should still feel lively enough to keep students’ attention during online or in-class playback. Feel free to work in PowerPoint, Keynote, Canva, After Effects, Premiere, or any comparable tool—just be sure the final export is an MP4 that plays smoothly on standard classroom equipment and inside most LMS platforms. Lets discuss: • MP4 of the finished slideshow • Editable project file so future updates are possible • Rough t...

...deep learning or trained models needed. What we need: Camera stitching: Combine footage from two fixed cameras (mounted on one rig, overlapping field of view) into a single panoramic image (~180°), using calibration/homography. The cameras don't move relative to each other, so this should be a one-time calibration applied per frame. Motion-density tracking: From the panoramic feed, detect where players are concentrated (background subtraction / foreground blob density, not per-object classification) and use that to drive an automatic pan/crop — i.e. a virtual camera that follows the action without a human operator. Output: a single, smooth, watchable video stream (no visible seam/ghosting at the stitch line, no jittery panning). What this is NOT: we are not look...

...deep learning or trained models needed. What we need: Camera stitching: Combine footage from two fixed cameras (mounted on one rig, overlapping field of view) into a single panoramic image (~180°), using calibration/homography. The cameras don't move relative to each other, so this should be a one-time calibration applied per frame. Motion-density tracking: From the panoramic feed, detect where players are concentrated (background subtraction / foreground blob density, not per-object classification) and use that to drive an automatic pan/crop — i.e. a virtual camera that follows the action without a human operator. Output: a single, smooth, watchable video stream (no visible seam/ghosting at the stitch line, no jittery panning). What this is NOT: we are not look...

...deep learning or trained models needed. What we need: Camera stitching: Combine footage from two fixed cameras (mounted on one rig, overlapping field of view) into a single panoramic image (~180°), using calibration/homography. The cameras don't move relative to each other, so this should be a one-time calibration applied per frame. Motion-density tracking: From the panoramic feed, detect where players are concentrated (background subtraction / foreground blob density, not per-object classification) and use that to drive an automatic pan/crop — i.e. a virtual camera that follows the action without a human operator. Output: a single, smooth, watchable video stream (no visible seam/ghosting at the stitch line, no jittery panning). What this is NOT: we are not look...

...deep learning or trained models needed. What we need: Camera stitching: Combine footage from two fixed cameras (mounted on one rig, overlapping field of view) into a single panoramic image (~180°), using calibration/homography. The cameras don't move relative to each other, so this should be a one-time calibration applied per frame. Motion-density tracking: From the panoramic feed, detect where players are concentrated (background subtraction / foreground blob density, not per-object classification) and use that to drive an automatic pan/crop — i.e. a virtual camera that follows the action without a human operator. Output: a single, smooth, watchable video stream (no visible seam/ghosting at the stitch line, no jittery panning). What this is NOT: we are not look...

I am seeking an expert in Artificial Intelligence, specifically in Machine Learning algorithms, to help write a tech paper for publication in IEEE. Research begins by identifying a novel problem and a potential algorithmic contribution. I do not have datasets, preliminary results, or an initial research idea to build from at this moment. The paper should focus on proposing a new algorithm. Venue and timeline matter to me : I care about where this lands, not just that it lands. Two things are important to me and I would like you to address both directly in your proposal. First, I want the paper to actually get cited. Tell me which venues you would target for work like this, why work published there tends to get picked up, and what citation counts are realistic in the first year o...

...visually; speaks while the board changes; points to the exact learning object being discussed; highlights or emphasizes important information; lets the student interact with the lesson; reacts to the learner’s response; allows the learner to interrupt and ask a question; opens a supporting explanation; and returns to the original lesson without losing context. The viewer should understand that this is: an interactive teaching experience, not simply a chatbot, video lesson, or answer generator. Example Animation Sequence The exact storyboard will be finalized before full production, but an example sequence may look like this: Scene 1 — Visual Explanation The tutor introduces a concept on the board. A number, equation, diagram, or learning object appears. ...

...requirements privately, understanding the context, and identifying people who may be a strong fit without relying on public advertising. Ideal Connector You may be a good fit if you: • Have a broad personal network in Brazil • Know many young professionals through work, friends, universities, remote-work communities, customer support, BPO, virtual-assistant circles, technical support, English-learning communities, or similar environments • Are comfortable identifying people based on communication ability, personality, reliability, adaptability, and practical skills rather than only résumés or formal credentials • Understand basic technology and can recognize whether someone is comfortable with software, online tools, and technical concepts •...

I need stamped engineering plans to retrofit a gable roof truss in a residential home. A single wood stud has been cut and requires reinforcement. Requirements: - Stamped plans by a licensed engineer - Experience with residential wood truss systems - Knowledge of building codes and safety regulations Ideal Skills: - Structural engineering expertise - Familiarity with gable roof trusses - CAD design proficiency

I need a seasoned blockchain developer who can jump in right now and finish a full integration with the ZEC blockchain within the next 24 hours. The target is a running web application that also relies on its own backend/database, so you will be wiring both layers to the blockchain and handing back a working, fully tested build. Scope • Connect my existing web f...app’s current database records with on-chain data, keeping both sides consistent. • Provide a quick walk-through (video or call) and concise deployment notes so I can reproduce the setup. Fixed budget is ₹10,000 and the clock starts the moment you accept. Please respond only if you have proven ZEC (or similar UTXO-based) experience and examples you can show immediately; there’s no room for a learnin...

...limited company, training and career-development platform. Before sharing the complete requirements, please share your relevant previous work, especially projects related to EdTech, e-learning, training institutes, career platforms, LMS, job portals, or similar websites/apps, including live links, demos, screenshots/videos and available features/modules. The project may include: Professional Website + Android/iOS App Course & Technology Catalogue Course details, syllabus & faculty profiles Student registration/login & OTP authentication Online admission/enrollment Online payment gateway Student dashboard & learning progress Live/recorded classes and study materials Assessments, assignments & certificates Career guidance & interview preparation P...

...single bedroom that will be used by a toddler. The overall look should feel unmistakably “toddler-friendly,” and every design choice—from colour palette to furniture scale—must reinforce an educational theme. I will supply the room’s dimensions and current photos once we start. From there, I’d like you to build a detailed model, dress it with child-safe, age-appropriate furnishings, integrate learning elements (alphabet decals, numbers, tactile wall panels, etc.), and present lighting that keeps the space bright yet soothing at night. Deliverables • High-resolution still renders that show the room from at least two angles • The editable source file from your preferred software (SketchUp, 3ds Max, Blender or similar) • A ...

I’m setting up an online club for 13- to 17-year-olds who want to sharpen their skills and teamwork in popular multiplayer video games. Your role is to turn play into structured learning by walking them through mechanics, strategy, and in-game communication while keeping the atmosphere fun and age-appropriate. Show me your experience coaching or teaching gamers—especially teens. Links to prior streams, lesson samples, or tournament results speak louder than long bios. Once we agree on the game titles, you’ll deliver: • A session-by-session plan (6–8 weeks) with clear goals • Slide decks or handouts for each lesson • Simple progress trackers parents can view Sessions will run live on Discord or Zoom, so be comfortable sharing scre...

I want to guide a small group of absolute beginners all the way to the point where they can land an entry-level role in AI, machine learning and generative AI. To get there, I’ll need a mentor who can design and deliver a complete learning journey—covering core theory just enough to ground them, then pivoting quickly into hands-on coding, model training and project work that showcases real-world skills. Here’s what I’m expecting from you: • A clear, modular curriculum that progresses from Python basics through classic machine-learning workflows and on to modern generative models (GPT-style LLMs, diffusion, etc.). • Live or recorded sessions with practical demos, Jupyter notebooks and datasets my trainees can keep experimenting with ...

...children’s brand focused on making learning, reading, creativity, and exploration fun for kids. KidsJupiter is being developed as a **children’s newspaper/activity periodical**, with the potential to grow into a larger kids’ educational and entertainment brand What I’m Looking For The logo should be: * Fun, cheerful, playful, and child-friendly * Modern and professional—not overly cartoonish or childish * Creative and imaginative * Easy for children and parents to recognize and remember * Suitable for both print and digital platforms * Strong enough to work as a long-term brand identity * Appealing to both children and parents * Easy to reproduce in different sizes and formats I would like the logo to capture the idea of **curiosity, imagination...

AKALS IS HIRING | SAT ENGLISH TUTOR We’re looking for a passionate and experienced SAT English Tutor to join the AKALS teaching team. Rol...concepts clearly and practically • Strong SAT question-solving and test-taking strategies • Experience teaching SAT students preferred • Good communication and classroom skills • Ability to create a structured learning plan for students What you’ll do: ✓ Conduct 1-on-1 online SAT classes ✓ Teach Reading & Writing concepts ✓ Analyze student mistakes and performance ✓ Provide practice and homework ✓ Help students improve accuracy, speed, and confidence ✓ Track student progress and provide feedback Join AKALS and become part of a growing education brand focused on high-quality, personalized learning. AK...

...Following exercises - Noun and Pronoun exercises - English Fill in the Blanks - Random questions for continuous practice - Instant answer verification - Score calculation - Progress tracking - Clean and attractive user interface - Mobile-friendly and responsive design - Easy navigation for students and general users Goal The main goal of this website is to provide a simple, interactive, and free learning platform where users can improve their basic Math and English skills through practice, quizzes, and instant feedback....

I’m building out a series of AI-driven features and need an engineer who can step in wherever the development cycle demands— from early-stage prototyping to production deployment. The exact focus is still open, so you’ll help me evaluate whether classic machine learning, natural language processing, or computer vision best fits each feature we prioritise. Here’s how I see the collaboration: • Work with me to clarify the first use-case, audit the data I already have, and outline any additional collection or labelling steps. • Design a model architecture suited to that problem, train and validate it, then document performance clearly enough for non-technical stakeholders. • Package the solution into clean, modular code (Python preferred) wi...

...you that almost 6% of lower ligas already have this outcome predetermined by kickoff and what if we told you that the bookmaker makes serious profit by altering the perception of whats really going to happen - we can not only prove it but show it time and time again - we need to map the regimes so when the regime shifts so does our machine to steer us into the right course... Statistics Machine Learning (ML) Statistical Analysis Data Science Artificial Intelligence Data Analysis AI Development Skills Required...

...Following exercises - Noun and Pronoun exercises - English Fill in the Blanks - Random questions for continuous practice - Instant answer verification - Score calculation - Progress tracking - Clean and attractive user interface - Mobile-friendly and responsive design - Easy navigation for students and general users Goal The main goal of this website is to provide a simple, interactive, and free learning platform where users can improve their basic Math and English skills through practice, quizzes, and instant feedback....

...platform for analyzing chest X-ray images and assisting with disease prediction. The system uses Deep Learning with DenseNet121 to classify X-ray images into five categories: Normal, Pneumonia, Atelectasis, Cardiomegaly, and Effusion. Integrated Grad-CAM Explainable AI (XAI) to generate visual heatmaps highlighting regions of the X-ray that contributed to the model's prediction. Built REST APIs using FastAPI for image upload, prediction, model information, and health monitoring. The platform also supports prediction history and is designed for integration with AI-assisted medical report generation using LLMs. Key Features 1. Medical Image Analysis – Processes chest X-ray images using deep learning. 2. Disease Classification – DenseNet121-based classificat...