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Executive Summary Results-driven AI Engineer, Senior ADAS Developer, and Technical Team Lead with over 4 years of experience delivering high-performance AI models, embedded automotive systems, and end-to-end AI automation pipelines. Holds a Master’s degree in Control and Automation Engineering from Ho Chi Minh City University of Technology. Combines expertise in Computer Vision, Embedded ADAS (C++), and AI Agents to build enterprise-grade, high-speed AI solutions and scale brand ecosystems for global clients. Core Competencies 🔹 Artificial Intelligence & Computer Vision: Object Detection, Image Segmentation (Semantic & Instance), OCR, Pose Estimation, Re-ID, Action Recognition, Generative AI (Text-to-Image, Image-to-Image, Super-Resolution), Model Quantization (CPU, GPU, TPU). 🔹 AI Agents & Workflow Automation: Autonomous AI Agents (OpenClaw), Multi-Agent Orchestration, Workflow Automation (n8n, Make, Zapier, GoHighLevel), AI Inbox & CRM Triaging. 🔹 Automotive & Embedded Systems: ADAS Features (LKA, TSR, Towaway Alert, Emergency Call), Sensor Fusion (Camera + LiDAR), Embedded C++, Hardware Deployment (Jetson Nano, Edge Devices). 🔹 Generative Media & AI Pipelines: AI Image & Video Synthesis (Kling, HeyGen, Veo, Nano Banana), Prompt Engineering, Automated Content Pipelines. 🔹 Modern AI-Native Tooling: Cursor, Claude Code, Claude API, Automated Dev Environment Optimization. 🔹 Cloud & Infrastructure: Amazon Web Services (AWS), VPS Deployment & Management, Docker, CI/CD, Google Tag Manager. Technical Skills Languages: Python, C++, MATLAB AI Frameworks & Libraries: PyTorch, TensorFlow, Keras, OpenCV, SciPy, Pandas, Scikit-learn, NumPy Object Detection & Vision Models: YOLOv5, YOLOv8, YOLOv9, YOLOv11, SAM, SAMv2, Mask R-CNN, DeepLabV3, U-Net, EfficientNet, FaceNet, ArcFace Tracking & Landmark Detection: ByteTrack, DeepSort, MediaPipe OCR Engines: PaddleOCR, Tesseract AI Agents & Automation Tools: Claude API, OpenClaw, n8n, GoHighLevel (GHL), Make, Zapier Generative Media Tools: Kling, HeyGen, Veo, Nano Banana GUI & Web Development: PyQt, Tkinter, Flask, Full-stack Python Key Achievements & Impact 🔹 AI Agent Deployment: Architected and deployed production-ready OpenClaw AI agents on VPS infrastructure for e-commerce, real estate, and agency clients—automating customer onboarding, lead qualification, and inbox triaging. 🔹 Automated Audience Growth: Built an automated content synthesis pipeline using n8n + Python, scaling an organic audience to 350,000+ followers in 7 months. 🔹 Enterprise Data Pipelines: Engineered high-throughput, secure data and AI pipelines for enterprise clients (including brands like Whirlpool), adhering to strict data integrity and cybersecurity protocols. 🔹 Generative Media Systems: Created custom AI image and video generation pipelines for e-commerce brands utilizing Kling, HeyGen, Veo, and Nano Banana to automate product marketing asset creation. Professional Experience & Key Projects Senior AI Developer & ADAS Team Lead 🔹 Automotive Embedded ADAS Features (C++ / MATLAB): Lead the design, implementation, and low-level/high-level architectural documentation for key ADAS functions including Lane Keeping Assist (LKA), Traffic Sign Recognition (TSR), Towaway Alert, and Emergency Call systems. 🔹 Perception & Sensor Fusion Projects: Developed multi-sensor perception pipelines combining LiDAR and camera inputs for urban street understanding; optimized YOLO architectures for real-time edge processing on Jetson Nano modules. 🔹 Model Quantization & Edge Optimization: Quantized heavy vision networks (YOLOv8/v11, SAM) for deployment across CPU, GPU, and TPU setups, ensuring real-time performance without compromising precision. AI Automation & Systems Engineer 🔹 AI-Native Development: Leveraged modern AI tooling (Cursor, Claude Code) to build and deploy full-stack Python applications and automation workflows at 3x development velocity. 🔹 CRM & Marketing Automation: Integrated GoHighLevel (GHL), Zapier, and Make with custom Python backend services and LLM agents to deliver automated CRM lead routing, AI email responders, and analytics tracking via Google Tag Manager. Why Work With Me 🔹 Enterprise Rigor: Extensive experience building scalable pipelines for enterprise brands. Every project includes comprehensive high-level design (HLD) and low-level design (LLD) documentation, unit testing, and security checks. 🔹 AI-Native Speed: By integrating state-of-the-art coding workflows (Cursor, Claude Code, modern LLM APIs), solutions are shipped significantly faster than traditional development lifecycles. 🔹 Outcome-Oriented Commitment: Complete ownership of results from initial concept to production deployment. Thank you for taking the time to review my profile. Some of my notable projects are showcased in my personal portfolio — feel free to browse through it to understand better the quality of work I deliver.

I am a Full-Stack AI Developer with 3+ years of hands-on experience building scalable, AI-powered web applications. I help startups, founders, and businesses ship faster and smarter by combining modern full-stack development with AI-driven automation. I specialize in building production-ready applications using: React • Next.js • Node.js • Python • Docker • Kubernetes • PostgreSQL • Vector Databases • Claude Code • Prompt Engineering Whether you need a custom AI agent, chatbot, multi-tenant SaaS platform, or full-stack web application, I focus on clean architecture, performance, scalability, and real-world usability. 🔹 What I Can Help You Build ✅ AI Agents & Automation Tools ✅ Chatbots (LLM-powered, workflow-based, RAG) ✅ Full-Stack Web Apps (MERN / Next.js) ✅ Multi-Tenant SaaS & Marketplace Platforms ✅ REST APIs & Backend Systems ✅ AI-Powered Dashboards & Admin Panels ✅ Task Automation & Productivity Tools ✅ Prompt Engineering & LLM Optimization ✅ Digital FTE's OpenClaw

I build the AI that goes into production — not the version that only works in a notebook. Over the past two years I've shipped computer vision, NLP, and geospatial systems for teams that needed real results: a glaucoma segmentation model running under 1.2 seconds per image, a fabric defect detector catching flaws in live video feeds, and a fine-tuned Urdu grammar model that turns messy speech into structured database queries. I also build and maintain the CI/CD pipelines that deploy this work safely using GitLab, Docker, automated health checks, rollback tagging etc. across 9+ production servers for a geospatial analytics platform used by urban planners. What I bring to your project: Computer vision & deep learning: U-Net segmentation, YOLOv8, CNNs, model evaluation and inference optimization (0.86 IoU / 0.90 F1 on a medical imaging pipeline; 93% accuracy across 30+ classes on another). NLP & LLM systems: fine-tuning transformers (mT5), retrieval-augmented pipelines with hybrid search (pgvector + BM25), reranking, and structured LLM scoring. Full-stack delivery: Python (Django/Flask), React, Node.js, PostGIS, and the DevOps to actually ship it (Docker, CI/CD, AWS). Data science & analytics: Dataset cleaning, exploratory analysis, predictive modeling, and interactive dashboards (Python, pandas, Streamlit, Tableau, D3.js) that turn raw data into decisions. Clients describe me as detail-oriented and a clear communicator. I'll scope your project honestly, flag risks early, and keep you updated without you having to chase me for it. If you need a model built, a messy dataset turned into something usable, or a prototype hardened into something production-ready, let's talk about what you're trying to solve.

I build production AI automation systems and enterprise full stack platforms. I founded RichShorts (richshorts.lol), an AI video automation platform where script generation, avatar rendering, TTS and publishing run as a single automated pipeline. My recent client work includes an AI clip generation service built on Railway and Supabase, using Whisper for transcription and FFmpeg for processing. I also build and maintain Georgia's national geospatial platform, nsdi.gov.ge, under contract with The World Bank, along with maps.gov.ge and internal government systems that operate within the country's public registry ecosystem, which powers 300+ government services nationwide. With 7+ years of enterprise development experience, I specialize in: AI pipelines: LLM integration (OpenAI, Claude), HeyGen, Whisper, FFmpeg, end-to-end pipeline orchestration Full-stack: Node.js, NestJS, Express, PostgreSQL, Oracle PL/SQL Frontend: Angular (v11 to v22, signals and standalone architecture), Vue 3 (Composition API, Pinia), TypeScript, RxJS Geospatial web platforms: OpenLayers, Leaflet, WMS/WFS, INSPIRE-compliant systems Mobile: Ionic/Capacitor app with 100,000+ active users My work is publicly verifiable. Visit nsdi.gov.ge and maps.gov.ge right now and see the platforms I built running in production. I respond quickly, communicate clearly, and deliver maintainable code that your next developer will thank you for.

I'm an AI-native full stack developer. I use Claude Code, Cursor, and modern AI-assisted workflows to move fast and I review and test every line myself before it ships, so fast never turns into sloppy. I build production web apps, mobile apps, and AI agents end to end: architecture, backend, frontend, and deployment not just the ticket in front of me. What I build: - AI Agents and automation — tool calling, multi-step workflows, n8n pipelines - RAG systems with vector search — embeddings, semantic search over your own data - LLM integrations — OpenAI API, Anthropic Claude API, Google Gemini - AI Chatbots for support, sales, and lead intake - Full stack web apps — Next.js, React, TypeScript, Node.js, Express - Mobile apps — React Native and Expo, one codebase for iOS and Android - Databases — MongoDB, PostgreSQL, Firebase, Supabase - Deployment — Vercel, Firebase Hosting, clean CI-ready builds What You Get: - A working build early, not a surprise at the deadline. - A reply within 0 to 4 hours, my Upwork-verified average, and updates without you chasing them - You get something you can click in week one - Scoping before code, so you don't pay twice to build the wrong thing - Architecture decisions owned, not handed back to you. - I own architecture decisions, not just individual tasks 3+ years of hands-on production experience across web and mobile, now extending into AI. I build role-based business platforms and real-time dashboards, and I ship mobile apps for iOS and Android from a single React Native codebase. "Clean, efficient code with great attention to detail. Communication was smooth, and he ensured everything was well-structured." — 5.0, verified Upwork client Send me what you're building and I'll tell you what it takes and what ships first.

Expert with ROCm versions on different GPUs. Experienced with custom extensions and libraries for Windows/Linux. Expert at ComfyUI workflows, including runpods and API setups.