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EL MEHDI HICHAM's avatar
EL MEHDI HICHAM
Kenitra, Morocco
Computer Vision Engineer | Sports AI & Real-Time Video
New to Contra
Computer Vision Engineer | Sports AI & Real-Time Video
Cover image for TactiVision STEP 3 — Football
TactiVision STEP 3 — Football AI Dashboard: KPIs, Heatmaps, Pass Maps & Tactical Reports STEP_3 (https://www.linkedin.com/search/results/all/?keywords=%23step_3&origin=HASH_TAG_FROM_FEED): Data Extraction & Analytics Engine ✅ After completing detection, tracking, re-identification, and tactical mapping, the next milestone was turning the visual pipeline into a real football intelligence dashboard. STEP 3 is now focused on transforming raw match video into structured KPIs, tactical maps, live match insights, and detailed automated reports. For this demo, I tested the system on hashtag#Morocco (https://www.linkedin.com/search/results/all/?keywords=%23morocco&origin=HASH_TAG_FROM_FEED) vs hashtag#Haiti (https://www.linkedin.com/search/results/all/?keywords=%23haiti&origin=HASH_TAG_FROM_FEED) match footage, with a full tactical dashboard running around the video feed. Special mention to Fédération Royale Marocaine de Football (https://www.linkedin.com/company/f%C3%A9d%C3%A9ration-royale-marocaine-de-football/) and FIFA World Cup 2026™ - Canada, Mexico and the United States (https://www.linkedin.com/company/fifa-world-cup-2026-united-north-america-canada-usa-mexico/)— this demo is part of my ongoing work to explore how computer vision can transform football video into tactical intelligence
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Cover image for TactiVision automatically confirms Morocco’s third
TactiVision automatically confirms Morocco’s third goal against Haiti using a Computer Vision pipeline combining: pitch and goal keypoints YOLO26s goal-mask segmentation ball detection and tracking goal-line reconstruction temporal confirmation across consecutive frames The system first reconstructs the visible goal geometry, then evaluates the tracked ball’s position relative to the goal line and goal-mouth polygon. This is part of a broader automatic football-event understanding pipeline currently being developed for TactiVision. Morocco’s third goal in the match was scored by Soufiane Rahimi in the 78th minute. #TactiVision (https://www.youtube.com/hashtag/tactivision) #Morocco (https://www.youtube.com/hashtag/morocco) #FootballAI (https://www.youtube.com/hashtag/footballai) #ComputerVision (https://www.youtube.com/hashtag/computervision) #SportsAnalytics (https://www.youtube.com/hashtag/sportsanalytics)
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Cover image for This TactiVision demo analyses Harry
This TactiVision demo analyses Harry Kane’s penalty against Paris Saint-Germain using an automatic goal-confirmation pipeline. The system combines: goal keypoint estimation confidence-aware filtering goal-line geometry YOLO26s goal-mask segmentation ball detection and temporal tracking multi-frame goal confirmation Unlike standard object detection, the objective is not simply to detect the goal or the ball. The system must determine whether the ball crosses the reconstructed line inside the valid goal-mouth region. Kane scored the penalty in the 17th minute of Bayern’s Champions League semi-final first leg against PSG. #HarryKane (https://www.youtube.com/hashtag/harrykane) #BayernMunich (https://www.youtube.com/hashtag/bayernmunich) #PSG (https://www.youtube.com/hashtag/psg) #ChampionsLeague (https://www.youtube.com/hashtag/championsleague) #FootballAI (https://www.youtube.com/hashtag/footballai) #TactiVision (https://www.youtube.com/hashtag/tactivision)
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Cover image for 7 AI Models Analyzing Football in Real-Time — This Is Footbal
7 AI Models Analyzing Football in Real-Time — This Is Footbal
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CUDA(4)
Raj Pathak's avatar
Raj Pathak
proGurugram, India
Founding AI Engineer, Agents, Automation, Cloud, Full-Stack
$1k+
Earned
9x
Hired
4.7
Rating
57
Followers
Founding AI Engineer, Agents, Automation, Cloud, Full-Stack
Cover image for GPU Mining 4 Qubitcoin Custom Build CUDA NVIDIA GPU LINUX UBUNTU
GPU Mining 4 Qubitcoin Custom Build CUDA NVIDIA GPU LINUX UBUNTU
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Cover image for WooCommerce to Shopify Migration & Custom Shopify Development
WooCommerce to Shopify Migration & Custom Shopify Development
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Cover image for Dynamic Survey Reporting & Automation
Dynamic Survey Reporting & Automation
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Cover image for InvestorLift to Airtable Scraper (Chrome Extension)
InvestorLift to Airtable Scraper (Chrome Extension)
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CUDA(1)
Alessandro Federici's avatar
Alessandro Federici
proBologna, Italy
AI Automation & Full-Stack Product Developer
2x
Hired
5.0
Rating
16
Followers
AI Automation & Full-Stack Product Developer
Cover image for AF Speech: Offline AI Desktop App Development
AF Speech: Offline AI Desktop App Development
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Cover image for Vellòria — Headless Shopify Wine Storefront
Vellòria — Headless Shopify Wine Storefront
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Cover image for AI Voice Booking Agent
AI Voice Booking Agent
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Cover image for AI Cold Outreach Platform
AI Cold Outreach Platform
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13
CUDA(1)
Biruk Zewde's avatar
Biruk Zewde
Addis Ababa, Ethiopia
AI Automation Engineer & Full-Stack Developer
New to Contra
AI Automation Engineer & Full-Stack Developer
Cover image for Why drop in a 3rd-party
Why drop in a 3rd-party package when you can engineer the engine? I had a standard Flutter YouTube package sitting right there. One dependency. Seven lines of boilerplate. I could have shipped it and gone to bed. Instead, I went down to the bare metal. I spent my nights engineering Aura Trinity—a sovereign media ingestion and compositing engine built directly from raw bitstreams. 4 languages. 3 layers. 0 external SDKs. 📊 The Numbers: • 16 concurrent live streams composited simultaneously without a single dropped frame • 512-stream architecture built for carrier-grade ingestion density • Hardware-accelerated pipeline: 100% transcode offload to the NVIDIA GPU via CUVID / NVENC ⚙️ The Technical Trinity: 🦀 Rust (The Network Core): High-throughput async I/O handling 512 concurrent TCP/UDP sockets with Tokio. Zero leaks, zero runtime overhead. ⚙️ C++ (The Bitstream Engine): Direct FFI interop walking raw H.264 NAL units and executing bitstream-level forensic watermarking directly in the DCT domain. 🌐 Node.js (The Edge Ingestion): A diskless proxy intercepting dynamic N-signatures through direct V8 memory piping to eliminate 403 Forbidden throttling at scale. Most packages give you a feature. Architecture gives you absolute control and leverage. I chose the architecture. 🎯 Currently exploring high-impact roles in Systems Architecture, Distributed Video Infrastructure, and Performance Engineering. 🔗 Deep-dive docs & architecture diagrams: • Framework: [Link] • Systems Architecture: [Link] (Links also pinned in the comments below) #SystemsEngineering #Rust #CPP #CUDA #FFmpeg #MediaStreaming #PerformanceEngineering #DistributedSystems #LowLevel
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Cover image for Z Secret — Mobile E-Learning & Training Academy Platform
Z Secret — Mobile E-Learning & Training Academy Platform
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Cover image for Before vs After 👇 Started with
Before vs After 👇 Started with a basic placeholder — ended with a fullscreen 3D G63 you can rotate, change paint color, and view in cinematic camera shots. What's under the hood: → Real-time inventory synced from Telegram → Fullscreen interactive 3D model with 7 cinematic shots → Auto-cycling paint colors every 30 seconds → Multi-image photo galleries on every listing → Auto-detects phone numbers & contacts from listings → TikTok video section with raw embeds → Full car detail pages with image carousel Built with: Node.js · Express · Google model-viewer · GSAP · Three.js · Cheerio Real Cars ETH — premium auto dealership, Addis Ababa 🇪🇹 Before vs After 👇
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Cover image for Mobile AI shouldn't just talk.
Mobile AI shouldn't just talk. It should ACT. ⚡ Here is a 1-minute demo of an autonomous mobile agent I built: 🔹 Converts natural language instructions into multi-step execution plans 🔹 Interacts with native Android apps (Settings, Chrome, etc.) 🔹 Identifies UI elements dynamically and handles taps, swipes, and text input hands-free Built with Python, LLMs, and on-device UI perception. If you're building agentic AI, mobile automations, or looking to collaborate, my DMs are open! 🚀 #AI #MachineLearning #AIAgents #Python #AndroidDev #Automation
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CUDA(1)
Jose Luis Sánchez-Horneros's avatar
Jose Luis Sánchez-Horneros
Madrid, Spain
Independent Creative Director/art
New to Contra
Independent Creative Director/art
Cover image for Crunch Cancellation - Doritos
Crunch Cancellation - Doritos
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Cover image for https://www.pepelusanchez.com/
https://www.pepelusanchez.com/
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Cover image for Monopoly - McDonald´s
Monopoly - McDonald´s
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Cover image for Soldier - Orange & PsPlus
Soldier - Orange & PsPlus
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CUDA(1)
Nehemiah Harvard's avatar
Nehemiah Harvard
proAugusta, USA
Web applications developer and AI expert
Web applications developer and AI expert
Cover image for This will offend some people. Good.
This will offend some people. Good. Because this isn’t built for beginners, hobby traders, or people watching YouTube “crypto tips.” If you’re still asking “Which coin should I buy?” Close this. This is for people who already play the game • Traders moving serious capital • Teams managing fragmented wallets across chains • Builders who are tired of duct-taping 10 tools together • Operators who don’t trust platforms that can leak, lag, or break We replaced all of it. One system. AI watching markets 24/7. End-to-end encryption across EVERYTHING. Wallet + messaging + intelligence built as one. No excuses. No hand-holding. No shortcuts. Either you need this… or you’re not there yet.
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Cover image for :Stop Filming. Start Generating. 🚀 Is
:Stop Filming. Start Generating. 🚀 Is your ROAS stuck in the gutter? In 2026, high-production video shoots are a liability. While you’re busy booking a studio, your competitors are using the "Infinite Salesman" Loop to 10x their returns without ever picking up a camera. In this video, I’m breaking down the Meta Pixel Hack and 2 data-driven secrets that top-tier growth agencies use to automate 7-figure performance. 🔗 READY TO SCALE? 👉 Book a 1-on-1 Strategy Call: https://trentjessee.com/ (https://trentjessee.com/)(Let’s look under the hood of your Meta Ads Manager together) 👉 Try the "URL to Ad" Feature: https://quickadvideo.com (https://quickadvideo.com)(Turn your website into a high-converting AI sales video in 10mins or less) 💡 ABOUT QUICKADVIDEO: We don't sell "videos"we sell Automated Performance. QuickAdVideo.com (http://QuickAdVideo.com) is the world’s first AI engine built on conversion psychology, designed to clone your best salesperson 1,000 times over. 00:00 How to 10X Your ROAS with AI Videos 00:11 Meet the Hosts 00:18 Step 1: Fix Your Meta Pixel First 00:27 Why Most Meta Ads Don’t Convert 01:06 Why Conversion API Matters 02:05 Boost Event Match Quality 02:45 Test Your Pixel Events 04:25 Hidden Meta Pixel Settings to Check 04:47 Protect Your Pixel Data 05:21 Turn On Automatic Matching 05:50 Meta Pixel Optimization Recap 06:10 Step 2: Make Ads That Convert 06:23 Know Exactly Who You’re Selling To 07:02 Hook Them in the First 3 Seconds 07:26 Create an Offer They Can’t Ignore 08:00 Real UGC Ad Example 08:49 QuickAdVideo Demo 09:31 Final CTA #MetaAds #ROAS #AISalesVideos #EcommerceMarketing #DigitalAdvertising #QuickAdVideo #MarketingAutomation2026
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Cover image for From our https://quickadvideo.com/ Visit and
From our https://quickadvideo.com/ Visit and Build your UGC
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Cover image for Our Latest Development. End to End
Our Latest Development. End to End Encrypted DeFi Web3 Platform with advance Agentic Economy and Messaging Platform.
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CUDA(1)
Chithra Radhakrishnan's avatar
Chithra Radhakrishnan
Abu Dhabi - United Arab Emirates
Full Stack Developer | React.js | Node.js | MERN Stack | QA
New to Contra
Full Stack Developer | React.js | Node.js | MERN Stack | QA
Cover image for AI QA & Release Dashboard Building
AI QA & Release Dashboard Building modern software is more than writing code—it's about delivering quality with confidence. This AI-powered QA & Release Dashboard helps development teams monitor automated testing, API health, CI/CD pipelines, defect analysis, and release readiness from a single platform. Key Features ✅ AI Defect Analysis ✅ Playwright & Selenium Automation ✅ REST API Testing ✅ CI/CD Pipeline Monitoring ✅ Release Readiness Score ✅ Performance Analytics ✅ Interactive SaaS Dashboard Tech Stack: React • Next.js • TypeScript • Node.js • Python • Playwright • PostgreSQL • MongoDB • Docker • GitHub Actions • OpenAI API I'm passionate about building scalable web applications, AI-powered platforms, and modern QA automation solutions that help businesses ship reliable software faster. 💬 Open to freelance and long-term collaboration. #AI #FullStackDeveloper #ReactJS #NextJS #SoftwareTesting #Playwright #QAAutomation #WebDevelopment #SaaS #DevOps #OpenAI #TypeScript #NodeJS #Contra
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Cover image for 🚀 Building Smarter Software with
🚀 Building Smarter Software with AI-Powered QA & Release Management Modern software teams need more than bug tracking—they need intelligent insights. I'm currently working on an AI QA & Release Dashboard concept that helps development and QA teams deliver faster, with greater confidence. ✨ Key Features ✅ AI-powered defect analysis ✅ Playwright & Selenium automation reports ✅ REST API testing dashboard ✅ CI/CD pipeline monitoring ✅ Release readiness score ✅ Performance & stability analytics ✅ Real-time bug tracking ✅ Team productivity dashboard ✅ Deployment history ✅ AI-generated testing insights 💻 Tech Stack
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Cover image for 🚀 Build Better. Test Smarter.
🚀 Build Better. Test Smarter. Grow Faster. I help businesses create reliable, high-performing digital solutions through Full-Stack Development and QA Automation. ✅ React & Node.js Development ✅ Playwright Test Automation ✅ API Testing ✅ Responsive, Quality-Focused Solutions Available for freelance projects. Let’s build something great together! 🌐 https://portfolio.jcjlooptech.com #FullStackDeveloper #QAAutomation #Playwright #ReactJS #NodeJS #SoftwareTesting #Freelancer
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Cover image for Contra Post 🚀 Need a Reliable
Contra Post 🚀 Need a Reliable Website or QA Automation Expert? I’m Chithra Radhakrishnan, a Full-Stack Developer and QA Automation Engineer with 7+ years of experience. I can help with: ✅ React and Node.js development ✅ Playwright and Selenium automation ✅ API testing with Postman ✅ Website testing and bug reporting ✅ Responsive business websites ✅ CI/CD and regression testing I’m currently available for freelance projects and can start immediately. 🌐 Portfolio: https://portfolio.jcjlooptech.com (https://portfolio.jcjlooptech.com)📩 Let’s discuss your project! #FullStackDeveloper #QAAutomation #Playwright #ReactDeveloper #SoftwareTesting #FreelanceDeveloper
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CUDA(1)