Hire the Best Computer Vision Engineers
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Freelance Machine Learning Engineer with 3+ years of experience building and deploying end-to-end Computer Vision models, AI pipelines, and generative image workflows from prototype to cloud production. CORE COMPUTER VISION SERVICES & EXPERTISE: • Object Detection & Tracking: Implementing and training YOLO (YOLOv8, YOLOv9, YOLOv10, YOLOv11), Faster R-CNN, and SSD architectures. Experienced in real-time object tracking using Byte Track (ByteTrack) and Bot SORT (BoT-SORT). • Image Segmentation & Classification: Custom semantic segmentation, instance segmentation, and image classification pipelines using PyTorch, TensorFlow, Keras, and OpenCV. • Generative AI & Image Generation: Advanced ComfyUI workflow automation, Stable Diffusion, Flux, Dreambooth fine-tuning, ControlNet, and IP Adapter integrations. • GANs & Image Processing: Image restoration, denoising, deskewing, despeckling, and super-resolution using Real-ESRGAN, ESRGAN, CycleGAN, and Neural Style Transfer (NST). • OCR & Document Intelligence: Optical Character Recognition (OCR) for structured documents, multi-format images, and noisy datasets. MLOPS, CLOUD INFRASTRUCTURE & DEPLOYMENT STACK: • Deployment & APIs: Building scalable REST APIs using FastAPI and Flask for serverless and dedicated model deployment. • Containerization & Orchestration: Docker containers and Kubernetes clusters for reproducible AI infrastructure. • Data & Experiment Management: MLOps pipelines utilizing DVC (Data Version Control) for data versioning and MLflow for machine learning experiment tracking. • Cloud Providers: Cloud architecture and deployment on AWS (Amazon Web Services), Runpod, Exoscale, Hugging Face Spaces, and custom Linux servers. TECHNICAL SKILLS & TOOLS MATRIX: Machine Learning • Computer Vision • Deep Learning • MLOps • Python • PyTorch • TensorFlow • Keras • OpenCV • Scikit-learn • Hugging Face • Diffusers • FastAPI • Flask • Docker • Kubernetes • MLflow • DVC • AWS • Runpod • Exoscale • YOLOv11 • ComfyUI • Stable Diffusion • Flux • Object Detection • Image Segmentation • OCR • Object Tracking

Ready to work. Ready to deliver. Ready to build just what you have in mind. I'm an Embedded Systems and Edge AI Engineer. I help founders, researchers, and businesses turn ideas into working hardware. Real devices that ship, run in the field, and survive the real world. What I build • IoT devices and smart products (ESP32, Raspberry Pi, Arduino, cellular, WiFi, OTA) • Edge AI systems running computer vision on low power hardware (YOLO, TensorFlow Lite, ONNX, Edge Impulse) • Custom firmware in C, C++, and Python, including RTOS and low power designs • Custom PCBs in KiCad and 3D enclosures in Fusion 360 • Autonomous robots with ROS 2, Nav2, SLAM, and reinforcement learning • Full stack hardware projects from schematic and BOM to deployed product Real work I have shipped • AquaGuard, a real time pool drowning detection system on Raspberry Pi using a custom trained YOLOv8s model, deployed live for a Nigerian client • FarmGuard, an edge AI cattle intrusion detection system, YOLOv11n at 92.70 percent mAP50 on Raspberry Pi with GSM alerts, validated across three Nigerian farms • PERWER, an IoT solar monitoring system on ESP32 with custom PCB and live cloud dashboard • CourierX, an autonomous delivery robot with full ROS 2 stack and RL based path planning • Diamon, a smart insole for diabetic foot ulcer detection with a 92 percent accuracy ML classifier, winner of the Ilorin Innovation Challenge Why clients work with me • Fast first response, usually within hours • Honest scoping and realistic timelines, even when the truth is harder to hear • Clear regular updates so you are never wondering where things stand • End to end delivery: firmware, hardware, cloud, deployment, documentation • Strong ownership when something goes wrong, no excuses • I genuinely love crazy projects. The weirder the brief, the more excited I get. Background B.Tech Mechanical Engineering (Second Class Upper) from Ladoke Akintola University of Technology. Director of Competitive Robotics at Aurora Robotics, mentoring 50 plus student engineers. Founder of Samfred Robotics. Winner of 10 plus engineering and innovation competitions including First Position at Ilorin Innovation Challenge, Hack4Livestock, 234 AI Hackathon, and NASA Global App Challenge (Benin). Let's talk Send me a message about your project, even if it is just a rough idea. I will reply quickly with honest feedback and a clear plan. Whether you need a single firmware fix or a full hardware product built from zero, I am ready to help you bring it to life.

AI only creates value when it is aligned with business objectives and deployed correctly. My work is centered on building Machine Learning systems that move key business metrics, not models that live in isolation. I am a Machine Learning and AI Engineer with hands-on experience designing, training, and deploying systems across prediction, computer vision, and language intelligence. I work with founders, product teams, and data leaders who need AI solutions that are practical, scalable, and measurable. What I Do I help organizations answer questions like: How can we predict outcomes more accurately to reduce risk or increase revenue? How can we automate manual processes using vision or language models? How do we move from notebooks to production without technical debt? To solve these, I deliver: Predictive Models: forecasting, classification, and optimization systems tailored to business KPIs Computer Vision Solutions: object detection, monitoring, and image/video analysis for real-world environments NLP & LLM Systems: chatbots, semantic search, document intelligence, and workflow automation Production Deployment: APIs, containerized models, cloud infrastructure, monitoring, and retraining pipelines How I Work I start by understanding the business context—constraints, data quality, deployment environment, and success criteria. From there, I design a solution that balances accuracy, speed, cost, and maintainability. Unlike many freelancers, I do not stop at training a model. I ensure it is: Deployable via clean APIs Easy to integrate with existing systems Documented for future maintenance Monitored for performance drift Why Clients Hire Me I think like an engineer and a business partner, not just a model builder I communicate clearly and set realistic expectations I deliver solutions that survive real-world usage I prioritize speed to value without sacrificing quality If you need an AI professional who can take ownership of your problem and deliver a solution that actually works in production, I am ready to help. Send a message with your use case, timeline, and success metric, and I will respond with a clear plan of action. CORE SERVICES 1. Predictive Modeling & Forecasting Problem: Uncertain demand, churn, risk, or outcomes Value: Better decisions, reduced losses, increased revenue Industries: Finance, e-commerce, logistics, SaaS 2. Computer Vision Systems Problem: Manual inspection, monitoring, or visual analysis Value: Automation, accuracy, and operational efficiency Industries: Manufacturing, agriculture, security, retail 3. NLP & LLM Solutions Problem: Unstructured text, slow information retrieval Value: Faster workflows, better customer experience Industries: Legal, fintech, SaaS, customer support 4. Model Deployment & APIs Problem: Models stuck in notebooks Value: Production-ready AI accessible via APIs Industries: Startups, enterprise platforms 5. AI Automation for Business Problem: Repetitive manual processes Value: Cost reduction and scalability Industries: Operations, HR, customer service 6. Data Pipelines & MLOps Problem: Fragile or unscalable ML systems Value: Reliability, monitoring, long-term performance Industries: Data-driven organizations

I help brands, agencies, startups, and eCommerce businesses create AI powered video content that captures attention, communicates value, and drives results. From AI video ads and product commercials to UGC-style content and branded storytelling, I use advanced AI workflows and professional editing techniques to produce content designed for today's digital platforms. What Makes My AI Videos Different Anyone can generate AI footage. The difference is knowing how to transform AI-generated scenes into marketing content that feels professional, engaging, and aligned with a brand's goals. I focus on more than just visuals. Every project is built around attention, storytelling, pacing, audience psychology, and platform-specific creative strategies to help brands stand out in competitive markets. Whether it's a product commercial, AI video ad, branded content campaign, or short-form social media creative, my goal is to create content that not only looks impressive but also supports real business objectives. What Clients Usually Hire Me For ✔ Launching a new product with engaging video creatives ✔ Scaling paid advertising campaigns with fresh AI-generated content ✔ Creating cinematic product commercials without expensive production costs ✔ Producing scroll-stopping short-form content for social media ✔ Developing branded video campaigns that stand out in crowded feeds I Work Best With ✔ eCommerce Brands ✔ DTC Brands ✔ Startups ✔ Marketing Agencies ✔ Coaches & Personal Brands ✔ SaaS Companies ✔ Content Creators Services ✔ AI Video Ads ✔ AI UGC Videos ✔ Product Commercials ✔ Brand Videos ✔ Short-Form Content ✔ TikTok Ads ✔ Meta Ads ✔ YouTube Ads ✔ AI Spokesperson Videos ✔ High-Retention Video Editing Tools ✔ Veo 3 ✔ Kling AI ✔ Runway ✔ HeyGen ✔ Seedance ✔ ElevenLabs ✔ Midjourney ✔ Premiere Pro ✔ After Effects Why Clients Hire Me ✔ Scroll-stopping creatives ✔ Strong hooks and storytelling ✔ Fast communication ✔ Professional editing and sound design ✔ AI content that feels natural and premium ✔ Focus on engagement, retention, and conversions RESULTS-DRIVEN CONTENT THAT SUPPORTS BUSINESS GOALS Creating AI videos is easy. Creating AI videos that capture attention, keep viewers engaged, and support real business objectives is where strategy matters. I focus on producing content that helps brands: ✔ Increase engagement across TikTok, Instagram, YouTube, and Meta platforms ✔ Improve audience retention through stronger hooks, storytelling, and pacing ✔ Drive conversions with performance-focused advertising creatives ✔ Support product launches with high-quality promotional content ✔ Strengthen brand awareness through consistent and memorable visual storytelling ✔ Generate fresh creative assets for paid advertising campaigns ✔ Transform ideas into professional content that feels modern, polished, and platform-ready Recent AI Workflows I create content using modern AI production pipelines combining Veo 3, Kling, Runway, HeyGen, Seedance, ElevenLabs, Midjourney, and professional editing tools to deliver: ✔ AI Commercials ✔ AI Product Videos ✔ AI UGC Content ✔ Talking Avatar Videos ✔ Brand Storytelling Content ✔ Social Media Advertising Creatives ✔ High-Converting Video Ads Whether you need an AI commercial, product advertisement, UGC-style content, brand storytelling video, or social media creative, I can help bring your vision to life with high-quality AI-powered production and professional editing. Send me a message with your project details, and let's discuss how we can create content that stands out and delivers results.

🚀 YOUR ADS DONT HAVE A CONTENT PROBLEM — THEY ONLY HAVE CONVERSION PROBLEM. If your ads look polished but don’t stop the scroll… If your Reels get views but no clicks… If your video content feels expensive, slow to produce, or disconnected from your audience… Most videos look good. Very few actually make money. For me personally I create AI Video Ads, UGC Content, and Short-Form Videos engineered to convert, scale, and drive real ROI — not just views. 🎯 What I Do I help brands turn attention into revenue using: • High-converting AI Video Ads (TikTok, Instagram, YouTube, Facebook) • Authentic UGC-Style AI Videos that don’t feel like ads • Scroll-stopping Short-Form Content built for performance • Cinematic AI Commercial Videos with storytelling that sells • Professional AI Product Demo & Explainer Videos • Realistic AI Spokesperson / Talking Head Videos 🧠 My Edge (Why This Works) Most creators focus on visuals. I focus on performance, retention, and conversion psychology. Every video is built with: ✔ Hook-first structure (stop the scroll instantly) ✔ Platform-specific optimization (TikTok, Reels, Shorts) ✔ Ad-focused storytelling that drives action ✔ AI-powered production for speed, scale & cost-efficiency ⚙️ Capabilities • AI Video Creation & AI Video Editing • AI Video Ads & Ad Campaign Content • AI Brand Videos & Promotional Content • AI eCommerce Product Videos • AI Social Media Video Production • Motion Graphics, Color Grading & Post-Editing • AI Voiceover, Narration & Text-to-Speech 🧪 Tools I Leverage Veo 3 (Google Veo) | Sora AI | Runway Gen-2/3 | Pika Labs | HeyGen | Synthesia | Midjourney Adobe Premiere Pro & After Effects for cinematic finishing 📈 Industries I Work With eCommerce | DTC Brands | SaaS | Tech | Finance | Beauty | Coaches | Agencies 💬 If You’re Looking For: ✔ AI Video Creator who understands marketing ✔ AI Video Ads that actually convert ✔ UGC Content that feels real, not scripted ✔ Short-Form Videos built to scale campaigns Then you’re in the right place. 🔥 Let’s build videos that don’t just look good — they perform. 📩 Send an invite or message — I respond fast. Keywords: AI Video Creator | AI Video Ads | UGC Content | Short-Form Video Ads | AI Video Generation | Video Editing | AI Content Creation | AI Commercial Videos | AI Product Videos | AI Social Media Videos | TikTok Ads | Instagram Reels | YouTube Shorts | Video Advertising 🧩 My process for AI videos, UGC, and high-converting edits Every project I deliver follows a clear system focused on speed, realism, and results: 1️⃣ Audience & goal alignment I start by understanding your offer, target audience, platform, and conversion goal. 2️⃣ Hook & script engineering I structure every video using a proven formula: Hook → emotion → clarity → CTA, optimized for the first 3 seconds. 3️⃣ AI video & UGC generation I create realistic AI avatars, UGC-style visuals, or hybrid edits using HeyGen, SORA 2, VEO 3, Kling, and Runway—fine-tuned for natural tone and believable expressions. 4️⃣ Professional video editing & cinematic polish I apply pacing, captions, sound design, color balance, and platform-specific formatting so the video feels real, not robotic. 5️⃣ Multiple variations for testing & scaling From one concept, I deliver multiple versions for A/B testing and fast creative scaling. ⚙️ Tools I use to solve video performance problems 🧠 HeyGen | 🎥 VEO 3 | 🤖 SORA 2 | 🌈 Kling | 🎬 Runway 🗣 ElevenLabs | 💻 Synthesia | ✨ Adobe Premiere | 🎨 CapCut Every project goes through a cinematic polish phase—timing, color, and sound refined so the final output looks production-quality and brand-ready. 🎬 What I help brands achieve 24–72 hour production instead of weeks Videos that look real and human—not “AI-generated” Stronger hooks and higher watch time Content built for both paid ads and organic growth Scalable creative testing without increased costs I’ve delivered 150+ AI video and video editing projects for startups, e-commerce brands, SaaS companies, and creators—each focused on improving visibility, engagement, and ROI. 💬 Let’s fix your video performance Send me your current video (or idea), and I’ll provide: Two improved AI video or editing concepts A clear production and delivery plan Recommendations to increase engagement and conversions

Businesses moving fast on AI need a backend developer who can actually ship, not just prototype. I build production-ready Python systems that integrate LLMs, automate complex workflows, and connect AI services to real products people use. I take full ownership of the backend, from architecture decisions to deployment, and communicate clearly throughout. If you need someone who can navigate ambiguity, make sound technical decisions independently, and deliver clean, documented code, that's where I work best. WHAT I BUILD - AI/LLM pipelines & multi-step orchestration (OpenAI, Llama, HuggingFace) - Backend APIs & workflow automation (FastAPI, Django, Flask) - Third-party AI & payment service integration (video generation, voice cloning, social APIs, stripe) - Desktop applications & cross-platform tools (PyQt, PySide, Electron) - Cloud deployment & containerization (AWS, GCP, Docker) If you're building something with AI at its core, let's talk.