Machine learning jobs

...behaving in my clients’ stores around Dubai. The bulk of the work is mechanical repairs—think carriage alignment, stubborn paper-feed rollers, worn gears or a tired print head—on Epson LQ/LX dot-matrix units and a variety of thermal receipt printers used at the point of sale. All work happens on-site. Once I log a ticket, you meet the customer, diagnose the fault, carry out the fix, and leave the machine printing a clean self-test. If a part must be taken away for deeper work, you handle pickup and return, but most issues should be closed during the visit. What makes you perfect for this job • Proven, hands-on experience with dot-matrix and thermal receipt printers. • Comfortable around USB, Serial, Parallel and LAN interfaces even though mechanica...

Please Sign Up or Login to see details.

Please Sign Up or Login to see details.

Looking for a highly driven Growth Manager who is motivated by sales, growth, and measurable results. This is a hands-on role for someone who moves fast, takes ownership, tests ideas, follows up aggressively, and is comfortable being rewarded for performance. Generous bonuses are provided when agreed growth and sales milestones are reached. You should be hig... email, lead-generation, and automation tools you have used - Analytics and performance-tracking tools you are comfortable with - Examples of sales, campaigns, or growth results you personally generated - Your preferred methods for finding leads, creating demand, and converting prospects into customers Need to be motivated by results rather than activity. You will be operating on our Virtual Machine in strong connection wit...

... config options, and how to extend the integration to additional firms later. Acceptance criteria: 1. A demo session where you run the strategy in sandbox mode, show trades reaching the prop firm, and confirm acknowledgements come back to my system. 2. Source code passes my linting tests and is ready to drop into Docker. 3. Documentation is clear enough that I can repeat the setup on a fresh machine in under 15 minutes. Preferred stack is Python 3.x with REST or WebSocket handling via requests / aiohttp, but I’m open to alternatives that achieve low-latency execution and solid error handling. Let me know your approach and estimated turnaround once you’ve reviewed the above....

...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. &...

I’m stuck with an official WhatsApp Business API setup that runs through the BSP botbiz.io. The entire channel was deleted and now Meta refuses to let me reconnect, so the service is completely down—I can’t establish a connection at all. You’ll get screenshots of every error I’m seeing and full AnyDesk access to the machine where the installation and Facebook Business settings are managed. Nothing in the API settings or the account was altered before the outage, so the fault appears to be on the BSP / Meta side or in the way the instance now handshakes. Your task is to diagnose the connection failure, re-provision or recover the number in Business Manager, and restore a working WhatsApp API endpoint that can once again send and receive messages 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.

I am new with Xilinx and Vivado. Need help to speed me up on the tools. What I need • A fresh Vivado project configured for the correct Xilinx part. • A working test-bench added and a behavioral simulation launched, with waveforms visible and no compilation errors. • TCL or GUI steps documented so I can reproduce the flow on my own machine. Acceptance criteria: I open the supplied project folder, click “Run Simulation,” and the test-bench executes without warnings or fatal messages, producing the expected waveform. I’m on Vivado 2025.2 for Windows, but please keep the project portable. A quick screen capture or short write-up showing the process would be perfect. If this initial setup goes smoothly, I’ll likely need further help with sy...

# 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 *...

...- Proficiency in scripting, building, and UI design on Roblox - Ability to showcase past work related to Roblox games, especially tycoon genres Please include relevant past projects in your application. I’m looking for a Roblox developer/team to build the full game, not just individual scripts. The game is a Mutant Zoo where players spin for animal DNA, combine two DNA samples in a mutation machine, collect the resulting mutants, place them in their zoo, and earn cash per second. I need someone who can handle the main gameplay systems, RNG/rarities, inventory, mutation system and timers, zoo/animal placement, visitors, progression/upgrades, saving, UI integration, and monetization. I’ll provide the animal/mutant models and animations separately, and I need someone w...

...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...

I'm writing a book on creating water-powered machine models for adults and children. I need help improving about 30 photos of the models for book illustrations. Requirements: - Background removal - Sharpening details The final images should be realistic and suitable for book illustrations. Ideal Skills: - Photo editing expertise - Experience with background removal and detail enhancement - Ability to maintain a realistic look

...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...

...playable vertical slice for a 2D side-scrolling action game. Gritty sci-fi, hand-painted, heavy line, warm desaturated palette. I need six characters designed and prepared for skeletal animation. What you would deliver • A height chart with all characters on a shared measured grid — the first deliverable • Six characters: a player character, a humanoid ally, a duelist mini-boss, a large industrial machine boss, and two enemy types • Full five-angle turnarounds for each — front, side profile, three-quarter front, three-quarter back, back • Expression sets for the speaking characters • Rig-ready layered files: every part on its own named layer, drawn past the joint so rotation does not tear, cloth / hair / tails segmented for mesh deformation, ...

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 thin...

I have completed a full-length Tamil fantasy novel with a dark, serious tone, and I now need it rendered into natural, publish-rea...• Flag cultural references or idioms that may need adaptation, suggesting smooth equivalents rather than dropping them. • Deliver chapter-by-chapter files so I can review tone consistency as we go, followed by a single consolidated DOCX once complete. • Provide a brief style note (a page or so) explaining any significant shifts you made for flow or clarity. I value human craftsmanship—no machine-generated drafts, please. If you have prior samples of literary or fantasy translation, feel free to share a short excerpt so I can gauge fit. I’m ready to start as soon as I find the right match and will be responsive with feedb...

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...

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...

I will provide you with a Word document that must be purged of any AI-generated text. Please run the file through reliable AI-detection software, pinpoint every machine-written passage, and rewrite those sections so the entire manuscript reads naturally in a human voice while preserving formatting, citations, and overall structure. Once the content is fully humanised, upload the revised version to iThenticate and generate the official similarity report. I also need a concise AI-origin report outlining which portions were altered and why. Deliverables: • Revised Word file with Track Changes • Final clean Word file • iThenticate similarity report (PDF) • Brief AI-detection & revision summary Accuracy and confidentiality are essential. Share your expect...

...stress, displacement and factor-of-safety plots for each load type, plus a brief comparison of critical regions across the three scenarios. • A short PDF report summarising assumptions, methodology and key findings so I can forward it to our certification team. Native files (.SLDPRT/.SLDASM and .CWR) must also be included. Acceptance criteria: 1. Simulation runs without errors or warnings on my machine when I reopen the study. 2. Peak stresses and displacements converge within 5 % after at least two mesh refinements. 3. Report clearly identifies any areas that exceed allowable limits and recommends design tweaks if necessary. If you have recent examples of similar dynamic studies in SolidWorks Simulation, feel free to reference them so I can gauge fit....

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 need a genuine, ISP-issued static IPv4 address (Only I use, not shared) that is geographically located inside Pakistan. The line will front-end a small production web server, so uptime, clean routing, and unthrott... so uptime, clean routing, and unthrottled ports 80/443 are essential. I’ll also be running my own mail services behind the same address and will therefore require Socks 5 to be open and fully usable. Here’s what I expect from you: • Provision of the static Pakistani IP with clear documentation of the assignment. • Quick walkthrough (or concise guide) showing how to bind the IP to my on-prem machine (Linux) and verify reachability. Once the IP is reachable externally and the basic connectivity tests for the web server, Socks5 succeed, I’l...

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 wi...

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...

...Rust (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 syst...

My vending-machine placement company serves the Portland, Oregon metro and I need a seasoned sales professional who can handle the full cycle without hand-holding. Your day starts with prospecting—locating offices, schools, hospitals, and warehouses that could benefit from on-site vending—and ends with a signed placement agreement. What you’ll actually do • Source and qualify leads within Portland and surrounding suburbs • Call decision-makers, present our value proposition, overcome objections, and secure the location agreement • Keep concise notes on each touchpoint so I can handle the logistics once the deal is closed I’ll walk you through our product mix, commission structure, and the paperwork flow, but there will be no fundamental...

I have a set of PDF bank statements and I need every transaction imported into a single, well-structured SQLite database. The database only has to hold one field—Amount—so you can ignore dates and descriptions unless you find them useful for your own processing logic. You can choose whichever parsing approach you prefer (Python + PyPDF...value from the PDFs • The script or notebook you used, clearly commented so I can rerun it on future statements • A short read-me explaining setup and execution steps Acceptance Criteria • Every monetary value appearing in the PDFs is present in the Amount column, no duplicates, no omissions • The database opens without errors in the latest SQLite browser • Your script runs on a clean machine with only ...

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...

I’m developing a line of modern sofas and need complete CAD + CAM packages that can go straight to my CNC nesting machine. Different models like key features—recliners, hidden storage compartments, and modular sections that can be rearranged—so the drawings must anticipate those mechanisms and clearances from the outset. Because upholstery may shift from leather to fabric or even synthetic coverings depending on market demand, frame dimensions and fastening points should stay material–agnostic. If a small tweak is needed to accommodate a thicker fabric wrap, I want to be able to adjust a parameter rather than redraw the part. Please prepare each sofa concept as a production-ready set that covers: • 3D master model (SolidWorks, Inventor, or compara...

...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...

...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 •...