WebRTC, FFmpeg, AI, OpenCV, Streamin – I fix real-time video apps and have since 2005. 13,485 hours, 14 projects, 100% Job Success. Zero abandoned. ⚡ 𝗙𝗿𝗲𝗲 𝗣𝗥𝗗. 𝗠𝗩𝗣 𝗶𝗻 𝟳-𝟭𝟰 𝗱𝗮𝘆𝘀. 𝗙𝗿𝗲𝗲 𝗰𝗼𝗱𝗲 𝗿𝗲𝘃𝗶𝗲𝘄 𝗼𝗿 𝟮-𝘄𝗲𝗲𝗸 𝘁𝗿𝗶𝗮𝗹 𝗼𝗻 𝗮𝗻 𝗲𝘅𝗶𝘀𝘁𝗶𝗻𝗴 𝗰𝗼𝗱𝗲𝗯𝗮𝘀𝗲. Netflix, HBO, EA, Nokia, the World Bank, and Harvard trust platforms I've built. These clients don't give second chances. Mine work. ⚠️ Invite me to your job – I reply within 15 minutes. 𝗦𝗲𝗹𝗲𝗰𝘁𝗲𝗱 𝗢𝘂𝘁𝗰𝗼𝗺𝗲𝘀 → Speed.Space – live production platform for Netflix, HBO, EA, and Apex Legends. Multi-stream switching, real-time collaboration, pro codec control. Used at Paris Fashion Week and Live Nation events. Zero downtime. → ShortKlips – video project management for Nokia and the World Bank. 200K+ monthly video views. Cut client project turnaround by 30%. → VirtualCr8tive – hybrid event platform for Harvard University and U.S. Vets. → CloudDoctors – HIPAA-compliant telehealth on WebRTC. Built from concept through multiple release cycles. → YUUALL – WebRTC platform built across multiple versions, long-term engagement. 𝗪𝗵𝗲𝗿𝗲 𝗜'𝗺 𝗦𝘁𝗿𝗼𝗻𝗴𝗲𝘀𝘁 – Pipeline latency – I profile FFmpeg filter graphs and cut processing time without losing quality. – WebRTC under load – jitter buffer, codec mismatch, TURN/STUN. I find which one is yours fast. – AI on live video – TensorFlow inference under 80ms; object and audio recognition on live feeds. – FFmpeg deep work – custom filter graphs, muxing, hardware acceleration (NVENC, VAAPI, VideoToolbox). – Scale & reliability – systems handling 600M+ call minutes a month, fixed at the architecture level. 𝗦𝗽𝗲𝗰-𝗙𝗶𝗿𝘀𝘁 𝗔𝗴𝗲𝗻𝘁𝗶𝗰 𝗘𝗻𝗴𝗶𝗻𝗲𝗲𝗿𝗶𝗻𝗴 I work spec-first, not vibe-first. I write the full spec and architecture before any code. Then I drive AI agents: developer, tester, analyst – against strict guardrails to produce production-grade code. The hard real-time work I handle or verify myself: WebRTC pipelines, sub-second latency, on-device ML. You get AI speed with the stability of a senior engineer, 4-10× faster than classic coding. 𝗛𝗼𝘄 𝗜 𝗪𝗼𝗿𝗸 You describe what's broken or what you're building. I send back a diagnosis: the problem, the fix, the cost. Not a sales call. Then we scope the work together before either of us commits. My estimates average ~10% off actuals. I validate before building and run staged QA on every release. 𝗛𝗼𝘄 𝗬𝗼𝘂 𝗖𝗮𝗻 𝗪𝗼𝗿𝗸 𝗪𝗶𝘁𝗵 𝗠𝗲 1. Build from scratch – real-time video, AI, or streaming, end-to-end. 2. Drop in on your team – I take the hard video, AI, or WebRTC modules. 3. Rescue and modernize – fix slow or unstable platforms and ship to production. I work inside the Fora Soft team – 51-200 engineers. If your project grows, a PM, QA, and more developers are already there. No solo freelancer who vanishes when scope expands. 𝗧𝗲𝗰𝗵𝗻𝗼𝗹𝗼𝗴𝗶𝗲𝘀 𝗜 𝗨𝘀𝗲 𝗗𝗮𝗶𝗹𝘆 ◆ Real-time & video: WebRTC, LiveKit, FFmpeg, GStreamer, OpenCV, HLS/DASH, RTMP/RTSP, OBS, WebGL ◆ AI & ML: TensorFlow, PyTorch, OpenAI API, Whisper, YOLO, object and audio recognition ◆ Back-end: Node.js, Python, TypeScript, distributed systems, high-load APIs ◆ Cloud & infra: AWS, GCP, Docker, Kubernetes, CI/CD 𝗪𝗵𝘆 𝗙𝗼𝗿𝗮 𝗦𝗼𝗳𝘁 The team behind me: 914 jobs · $10M+ earned · 401K+ hours · 250+ projects since 2005 · 400+ clients across 17+ countries · Top WebRTC & Telecom Developer 2022 and 2024 · 1 of 400 devs passes our internal selection. 𝗖𝗹𝗶𝗲𝗻𝘁 𝗙𝗲𝗲𝗱𝗯𝗮𝗰𝗸 "We enjoyed working with Andrey. He saw himself as part of our team and proactively contributed. Even last-minute requests were handled in a timely, constructive way. Many of his proposals were better than our own ideas." – client, YUUALL (WebRTC platform) ⚠️ Describe what's broken. I'll tell you what's wrong, how to fix it, and what it costs.

I am an AI/ML developer specializing in Computer Vision, Embedded AI, and real-world automation systems. I work with startups, researchers, and small businesses to design and deploy practical machine learning models that solve real operational problems. With a Bachelor's degree in Computer Engineering (Nanotechnology option) from the University of Alberta, I have hands-on experience with: 1) Object Detection and Face Recognition using OpenCV and YOLO 2) Embedded AI solutions using TensorFlow Lite on Raspberry Pi and Arduino 3) GPT/LLM integration for custom chatbot and PDF summarization tools 4) Automation pipelines using Python, Pandas, Scikit-learn, and Flask 5) Dashboard development with Streamlit and model deployment via APIs I focus on clear code, real results, and business-driven AI—not just academic models. Whether you need help with a one-time project or a long-term collaboration, I deliver production-ready, well-documented solutions with a strong understanding of both software and hardware aspects. Let’s connect if you’re looking for an AI partner who understands systems from edge devices to APIs.

Hi! I’m an expert in Artificial Intelligence (AI) and Machine Learning (ML). I use tools like Python, ChatGPT and TensorFlow to build smart systems that save time, reduce manual work and improve your business operations. ✅ 𝗛𝗲𝗿𝗲’𝘀 𝘄𝗵𝗮𝘁 𝗜 𝗰𝗮𝗻 𝗱𝗼 𝗳𝗼𝗿 𝘆𝗼𝘂: 🤖 Build AI chatbots using ChatGPT / OpenAI 📊 Create smart ML models for prediction, recommendation, and classification 🧠 Work with text data (summarization, sentiment analysis, keyword extraction, etc.) ⚙️ Automate daily tasks using Python scripts 🔧 Improve and fine-tune existing AI/ML models for better accuracy 🧰 𝗧𝗼𝗼𝗹𝘀 & 𝗧𝗲𝗰𝗵𝗻𝗼𝗹𝗼𝗴𝗶𝗲𝘀 𝗜 𝗨𝘀𝗲: 💻 Languages & Frameworks: Python, TensorFlow, PyTorch, Scikit-learn, FastAPI, Flask 🧠 AI & NLP: OpenAI (ChatGPT API), LangChain, Pinecone, Hugging Face, NLTK, SpaCy 🔄 Automation: Make.com, n8n, Zapier, Google Cloud Functions, Firebase, REST APIs 📂 Data Handling: Pandas, NumPy, SQL, JSON, CSV 🛠️ Dev Tools: Jupyter Notebook, Postman, Git, VS Code 🎯 𝗪𝗵𝘆 𝗪𝗼𝗿𝗸 𝗪𝗶𝘁𝗵 𝗠𝗲? ✅ I deliver easy-to-use, practical AI/ML solutions tailored to your needs 🧼 You’ll get clean code, fast delivery, and full support 💬 I keep communication simple and clear, so you always know what’s happening 🚀 Let’s build something smart together! Feel free to message me—I'm always ready to help. 𝗥𝗲𝗴𝗮𝗿𝗱'𝘀, Usama J. AI, AI Developer, AI Engineer, AI Automation, N8N, N8N Automation, Prompt Engineer, LLM Expert, LLM, Chat GPT, Chat GPT Integration, Open AI API, GPT 4, Open AI GPT4, Voice AI, Voice AI Developer, LLM, LLM Backend Developer, Machine Learning, Machine Learning Developer, Machine Learning Expert, Machine Learning Engineer, ML, ML Expert, ML Automation, ChatBot, ChatBot Developer, AI Agent, AI Agent Developer, AI/ML, SaaS, AI SaaS Developer, AI, AI Developer, AI Engineer, AI Automation, N8N, N8N Automation, Prompt Engineer, LLM Expert, LLM, Chat GPT, Chat GPT Integration, Open AI API, GPT 4, Open AI GPT4, Voice AI, Voice AI Developer, LLM, LLM Backend Developer, Machine Learning, Machine Learning Developer, Machine Learning Expert, Machine Learning Engineer, ML, ML Expert, ML Automation, ChatBot, ChatBot Developer, AI Agent, AI Agent Developer, AI/ML, SaaS, AI SaaS Developer, AI, AI Developer, AI Engineer, AI Automation, N8N, N8N Automation, Prompt Engineer, LLM Expert, LLM, Chat GPT, Chat GPT Integration, Open AI API, GPT 4, Open AI GPT4, Voice AI, Voice AI Developer, LLM, LLM Backend Developer, Machine Learning, Machine Learning Developer, Machine Learning Expert, Machine Learning Engineer, ML, ML Expert, ML Automation, ChatBot, ChatBot Developer, AI Agent, AI Agent Developer, AI/ML, SaaS, AI SaaS Developer,AI, AI Developer, AI Engineer, AI Automation, N8N, N8N Automation, Prompt Engineer, LLM Expert, LLM, Chat GPT, Chat GPT Integration, Open AI API, GPT 4, Open AI GPT4, Voice AI, Voice AI Developer, LLM, LLM Backend Developer, Machine Learning, Machine Learning Developer, Machine Learning Expert, Machine Learning Engineer, ML, ML Expert, ML Automation, ChatBot, ChatBot Developer, AI Agent, AI Agent Developer, AI/ML, SaaS, AI SaaS Developer, AI, AI Developer, AI Engineer, AI Automation, N8N, N8N Automation, Prompt Engineer, LLM Expert, LLM, Chat GPT, Chat GPT Integration, Open AI API, GPT 4, Open AI GPT4, Voice AI, Voice AI Developer, LLM, LLM Backend Developer, Machine Learning, Machine Learning Developer, Machine Learning Expert, Machine Learning Engineer, ML, ML Expert, ML Automation, ChatBot, ChatBot Developer, AI Agent, AI Agent Developer, AI/ML, SaaS, AI SaaS Developer, AI, AI Developer, AI Engineer, AI Automation, N8N, N8N Automation, Prompt Engineer, LLM Expert, LLM, Chat GPT, Chat GPT Integration, Open AI API, GPT 4, Open AI GPT4, Voice AI, Voice AI Developer, LLM, LLM Backend Developer, Machine Learning, Machine Learning Developer, Machine Learning Expert, Machine Learning Engineer, ML, ML Expert, ML Automation, ChatBot, ChatBot Developer, AI Agent, AI Agent Developer, AI/ML, SaaS, AI SaaS Developer,AI, AI Developer, AI Engineer, AI Automation, N8N, N8N Automation, Prompt Engineer, LLM Expert, LLM, Chat GPT, Chat GPT Integration, Open AI API, GPT 4, Open AI GPT4, Voice AI, Voice AI Developer, LLM, LLM Backend Developer, Machine Learning, Machine Learning Developer, Machine Learning Expert, Machine Learning Engineer, ML, ML Expert, ML Automation, ChatBot, ChatBot Developer, AI Agent, AI Agent Developer, AI/ML, SaaS, AI SaaS Developer, AI, AI Developer, AI Engineer, AI Automation, N8N, N8N Automation, Prompt Engineer, LLM Expert, LLM, Chat GPT, Chat GPT Integration, Open AI API, GPT 4, Open AI GPT4, Voice AI, Voice AI Developer, LLM, LLM Backend Developer, Machine Learning, Machine Learning Developer, Machine Learning Expert, Machine Learning Engineer, ML, ML Expert, ML Automation, ChatBot, ChatBot Developer, AI Agent, AI Agent Developer, AI/ML, SaaS, AI SaaS Developer, AI, AI Developer, AI Engineer, AI Automation, N8N, N8N Automation.

Hi, I’m Rizwan 👋 I’m an AI and Computer Vision Engineer with a strong background in deep learning, YOLO models (v5–v13), PyTorch, and TensorFlow. Over the years, I’ve worked on projects ranging from object detection and tracking to pose estimation, segmentation, and real-time video analytics. I enjoy building solutions that don’t just run in research notebooks but actually work in production, whether that’s on the cloud, edge devices, or mobile applications. My expertise includes: Object Detection & Tracking – YOLO, Faster R-CNN, Mask R-CNN, RetinaNet Segmentation & Classification – SAM, FastSAM, MobileSAM, U-Net, EfficientNet Pose Estimation & Action Recognition – fitness monitoring, sports analysis, human activity recognition. MLOps & Deployment – ONNX, TensorRT, OpenVINO, Docker, Flask/FastAPI, AWS, GCP, RunPod Multimodal AI – combining vision + language with CLIP and Florence-2 I’ve also contributed to Ultralytics (YOLO), where I worked on solutions and open-source contributions used by thousands of developers worldwide. Alongside development, I also create technical tutorials and documentation to make AI projects easier for others to understand and use. If you’re looking for someone who can take your computer vision idea from dataset to deployment, I’d be happy to help. Let’s connect and discuss how we can bring your project to life 🚀

Experienced Data Scientist with a track record of over 5 years in data analysis, statistical modeling, and machine learning. Delivered more than 20 projects to clients all over the world.

𝗧𝗼𝗽 𝗥𝗮𝘁𝗲𝗱 𝐈𝐧𝐝𝐞𝐩𝐞𝐧𝐝𝐞𝐧𝐭 𝗔𝗜 𝗘𝗻𝗴𝗶𝗻𝗲𝗲𝗿 & 𝗙𝘂𝗹𝗹-𝗦𝘁𝗮𝗰𝗸 𝗗𝗲𝘃𝗲𝗹𝗼𝗽𝗲𝗿 | 8+ 𝗬𝗲𝗮𝗿𝘀 | 𝟭% 𝗼𝗳 𝗨𝗽𝘄𝗼𝗿𝗸 | 𝟭𝟬𝟬% 𝗝𝗼𝗯 𝗦𝘂𝗰𝗰𝗲𝘀𝘀. ✅ $30K+ Total earnings ✅8+ Years experience as Fullstack Developer ✅ 30+ Projects Completed. ✅Top Rated. ✅ 100% Job Success Rate. ✅ AWS certified ✅ Python certified ✅50hrs/week available ✅ 3+ AI/ML Integrations 🔴 I am in the 𝗧𝗼𝗽 𝟭% overall on Upwork. 🔴 I am in the 𝗧𝗼𝗽 𝟰% overall on Stack Overflow. 𝐀𝐈 𝐀𝐠𝐞𝐧𝐭 / 𝐕𝐨𝐢𝐜𝐞 𝐀𝐠𝐞𝐧𝐭𝐬: 𝐂𝐫𝐞𝐰𝐀𝐈 / 𝐀𝐮𝐭𝐨𝐆𝐞𝐧 / 𝐀𝐦𝐚𝐳𝐨𝐧 𝐏𝐨𝐥𝐥𝐲 / 𝐃𝐞𝐞𝐩𝐠𝐫𝐚𝐦 / 𝐑𝐚𝐬𝐚 𝐀𝐈 / 𝐑𝐢𝐯𝐞𝐫𝐬𝐢𝐝𝐞 𝐒𝐃𝐊 / 𝐀𝐳𝐮𝐫𝐞 𝐀𝐈 𝐒𝐩𝐞𝐞𝐜𝐡/𝐋𝐋𝐌 𝐅𝐢𝐧𝐞𝐭𝐮𝐧𝐢𝐧𝐠: 𝐔𝐬𝐢𝐧𝐠 𝐏𝐄𝐅𝐓 / 𝐋𝐨𝐑𝐀 / 𝐐𝐋𝐨𝐑𝐀 / 𝐑𝐋𝐇𝐅 / 𝐃𝐏𝐎 / 𝐒𝐅𝐓 𝐰𝐢𝐭𝐡 𝐔𝐧𝐬𝐥𝐨𝐭𝐡 / 𝐀𝐱𝐨𝐥𝐨𝐭𝐥 / 𝐇𝐮𝐠𝐠𝐢𝐧𝐠𝐅𝐚𝐜𝐞 𝐀𝐮𝐭𝐨𝐓𝐫𝐚𝐢𝐧 / 𝐒𝐚𝐠𝐞𝐌𝐚𝐤𝐞𝐫 𝐓𝐫𝐚𝐢𝐧𝐢𝐧𝐠/𝐎𝐩𝐞𝐧-𝐒𝐨𝐮𝐫𝐜𝐞 𝐋𝐋𝐌𝐬: 𝐋𝐋𝐀𝐌𝐀 𝟑 / 𝐌𝐢𝐬𝐭𝐫𝐚𝐥 𝟕𝐁 / 𝐌𝐢𝐱𝐭𝐫𝐚𝐥 𝟖𝐱𝟕𝐁 / 𝐅𝐚𝐥𝐜𝐨𝐧 / 𝐆𝐞𝐦𝐦𝐚 / 𝐁𝐥𝐨𝐨𝐦 / 𝐎𝐫𝐜𝐚 𝐌𝐢𝐧𝐢 / 𝐆𝐮𝐚𝐧𝐚𝐜𝐨/𝐅𝐚𝐬𝐭 𝐈𝐧𝐟𝐞𝐫𝐞𝐧𝐜𝐞: 𝐯𝐋𝐋𝐌 / 𝐓𝐆𝐈 / 𝐓𝐞𝐧𝐬𝐨𝐫𝐑𝐓-𝐋𝐋𝐌 / 𝐒𝐊𝐏𝐢𝐥𝐨𝐭/𝐏𝐫𝐨𝐦𝐩𝐭 𝐄𝐧𝐠𝐢𝐧𝐞𝐞𝐫𝐢𝐧𝐠: 𝐌𝐮𝐥𝐭𝐢-𝐭𝐮𝐫𝐧 / 𝐅𝐞𝐰-𝐬𝐡𝐨𝐭 / 𝐙𝐞𝐫𝐨-𝐬𝐡𝐨𝐭 / 𝐑𝐀𝐆-𝐁𝐚𝐬𝐞𝐝 / 𝐏𝐫𝐨𝐠𝐫𝐚𝐦𝐦𝐚𝐛𝐥𝐞 𝐏𝐢𝐩𝐞𝐥𝐢𝐧𝐞𝐬/𝐐𝐮𝐚𝐧𝐭𝐢𝐳𝐚𝐭𝐢𝐨𝐧: 𝐀𝐖𝐐 / 𝐆𝐏𝐓𝐐 / 𝐆𝐆𝐔𝐅 / 𝐆𝐆𝐌𝐋 / 𝐐𝐋𝐎𝐑𝐀 / 𝐏𝐓𝐐 / 𝐃𝐐/𝐑𝐀𝐆 𝐒𝐲𝐬𝐭𝐞𝐦𝐬 & 𝐃𝐚𝐭𝐚𝐛𝐚𝐬𝐞𝐬: 𝐋𝐚𝐧𝐠𝐂𝐡𝐚𝐢𝐧 / 𝐋𝐥𝐚𝐦𝐚𝐈𝐧 𝐏𝐫𝐨𝐯𝐞𝐧 𝐑𝐞𝐬𝐮𝐥𝐭𝐬: - Increased Client Lead Flow: Leveraging AI technologies, I have successfully increased client lead flow by up to 𝟔𝟎%, aligning with industry trends and enhancing business growth. - Efficiency Through Automation: By implementing advanced automation solutions, I have reduced manual workloads by 𝟓𝟎%, streamlining operations and boosting productivity. I am an Independent Senior Full Stack Developer and AI Specialist with over 8 years of experience in crafting AI-powered web applications, intelligent voice bots, and autonomous Agentic AI systems. My mission is to deliver high-quality, scalable, and innovative solutions that not only meet but exceed client expectations. As an independent developer, I can outperform agencies, providing high-quality, scalable, and AI-driven solutions that meet and exceed client expectations. 💡 ✅My expertise spans AI workflow automation, Agentic AI development, AI-powered voice bots 💬, Generative AI, RAG systems, LLM integration, autonomous AI agents, MLOps, and full-stack development, using React.js, Next.js, Node.js, TypeScript, and serverless architectures to build AI-powered, intelligent, and adaptive applications. 🏥 Healthcare Platforms 🏥: I build AI-powered patient management dashboards, Agentic AI systems, voice bots 💬, RAG-driven healthcare analytics, and AI workflow automation to deliver smart, automated, and efficient healthcare solutions. 📅 Booking Platforms 📅: I develop AI-powered reservation systems, AI voice bots 💬, Generative AI automation, and RAG-based intelligent booking solutions that streamline scheduling, reducing manual work, and increasing operational efficiency. ✈ Travel Websites ✈: I create AI-powered travel platforms, AI voice bots 💬, Generative AI content engines, Agentic AI recommendation systems, and RAG-based travel automation to offer personalized, intelligent, and autonomous travel experiences. ✨ Core Tech & AI Expertise: ● Agentic AI 🤖: Agentic AI integration, autonomous AI agents, AI-driven automation ● Generative AI: Generative AI content, AI-powered generative platforms ● AI Voice Bots 💬: AI-powered voice bots, conversational AI, voice automation ● RAG Systems: RAG-powered AI, Retrieval-Augmented Generation, AI knowledge systems ● Full Stack Development: React.js ⚛, Next.js 🌐, Node.js ⚡, TypeScript 📝, MLOps, serverless AI architectures ● Backend & Databases: Express.js, Prisma, PostgreSQL, MongoDB, GraphQL, REST APIs ● UI/UX & Frontend: Tailwind CSS, ShadCN-UI, Chakra UI, Material UI, Framer Motion 🌟 𝗔𝗱𝘃𝗮𝗻𝗰𝗲𝗱 𝗔𝗜 & 𝗟𝗟𝗠 𝗦𝗸𝗶𝗹𝗹𝘀: 🔹 AI Agents / Voice Assistants: CrewAI, AutoGen, Amazon Polly, Deepgram, Rasa AI. 🔹 Open-Source LLMs: LLaMA 3, Mistral 7B, Mixtral 8×7B, Falcon, Gemma. 🔹 Inference Optimization: vLLM, TGI, TensorRT-LLM for high-speed deployments. 🔹 Prompt Engineering: Multi-turn, Few-shot, Zero-shot, RAG-based prompts. 🔹 Quantization: AWQ, GPTQ, GGUF, GGML for efficient LLM deployment. 🔹 LLM Fine-tuning: PEFT, LoRA, QLoRA, RLHF, DPO with Unsloth, Axolotl, 📩 Let’s collaborate to build your AI-powered applications, Agentic AI systems, intelligent voice bots 💬, Generative AI platforms, and RAG-driven solutions. As an independent developer, I guarantee top-quality work, agency-level expertise, and personalized delivery. Contact me today to bring your AI vision to life!

I am a Top-Rated AI Engineer specializing in Deep Learning, Computer Vision, and Generative AI with over 7 years of experience and 100+ successfully delivered projects globally. I don't just train models; I engineer end-to-end AI systems that perform flawlessly, scale seamlessly, and maintain ultra-low latency in high-traffic production environments moving your code out of Jupyter Notebooks and into enterprise-grade realities. 🛠️ Core Expertise: •Computer Vision: High-speed object detection/tracking (YOLO v8/v10/v11), multi-camera tracking, face recognition, human pose estimation, and industrial anomaly detection. • Generative AI & NLP: Production deployment of GPT-4/LLMs, custom LangChain workflows, conversational agents, and semantic search. • AI Engineering & MLOps: Model optimization (Quantization/Pruning) for edge devices (NVIDIA Jetson, TFLite, TensorRT) and scalable cloud deployment (Docker, Kubernetes, AWS, GCP). • Document Intelligence: Advanced OCR, License Plate Recognition (LPR), and structured data extraction pipelines. 💻 Technical Ecosystem: Frameworks: PyTorch, TensorFlow, OpenCV, LangChain Deployment/Edge: ONNX, TensorRT, Docker, NVIDIA Jetson, TFLite Cloud & DevOps: AWS (SageMaker/Lambda), GCP, Azure, CI/CD for ML Languages: Python (Expert), C++, SQL 🧪 Proven Production Impact: 🏥 MedTech AI: Built a medical imaging pipeline utilizing deep CNNs/Transformers for real-time diagnostics across 50+ clinical endpoints. 📦 Smart Logistics: Engineered an end-to-end multi-camera tracking system processing 100K+ assets daily with 99.4% accuracy. 🔥 Fire Detection AI: Built a sub-second latency safety monitoring system optimized for low-compute edge hardware. 🚗 Smart City OCR: Developed an automated vehicle tracking system capable of processing high-speed traffic streams. 📊 Predictive Analytics: Fused deep learning perception with business logic, reducing reporting overhead by 90%. 🌟 Why Partner With Me? Production-First: I prioritize stability, cost-efficiency, and low latency over "lab-only" metrics. MVP to Scale: I partner with startups to build rapid, robust Proof of Concepts (POCs) and scale them smoothly. Elite Reliability: 100+ projects delivered on time with clean, maintainable, and well-documented code. ✔️ Open to signing NDAs for confidential enterprise or startup projects. ✔️ Additional codebase demos and architecture details available upon request. Let’s turn your vision into a scalable reality. ✨ Click the "Message" button, and let’s discuss how we can put world-class AI to work for your business. 📩

I help researchers, startups, and businesses turn AI ideas into working MVPs and scalable products through machine learning development, AI model integration, AI/Backend Engineer, Workflow Automations and research-backed implementation & writing support. 🏆 Top Rated | 100% Job Success | about $10K+ Earned | 40+ Completed Upwork Jobs Whether you need to validate an AI idea, integrate an existing model, reproduce research code, or improve an ML pipeline, I can help move your project from concept to a reliable implementation. 🏆 MVPs to Scalable Products | AI Research & Development | Research Support-Asistance 🧠 Deep Learning | Machine Learning | ML Model Training & Fine-Tuning | APIs | LLMs 🌟 2D/3D Vision | Sensors and Medical Data | GitHub & Hugging Face Code Reproduction 🧠 Classification, Regression, Time Series, Detection & Recognition WHAT I CAN HELP YOU BUILD: ✅ AI & Machine Learning MVPs, SaaS, Startup Predictive models, prototypes, backend APIs, AI model integration, and deployment-ready workflows. ✅ Deep Learning & Computer Vision Solutions Image classification, object detection, segmentation, anomaly detection, medical imaging, and 2D/3D vision pipelines. ✅ LLM, RAG & AI Integration OpenAI API integration, LangChain workflows, ChromaDB knowledge bases, retrieval pipelines, and AI-powered applications. ✅ Model Training & Fine-Tuning Data preparation, training pipelines, experimentation, evaluation, optimization, and reproducible implementation. ✅ Research Support & Code Reproduction Research-paper implementation, GitHub and Hugging Face code reproduction, benchmarking, ablation studies, experiment support, and technical reporting. ✅ Medical & Scientific Data Solutions Research-focused machine learning workflows for structured, image, and multimodal datasets. ✅ Time-Series & Sensor Data Solutions Forecasting, anomaly detection, signal processing, predictive modelling, and machine learning workflows for sensor, IoT, and sequential datasets. CORE TOOLS: Python | PyTorch | TensorFlow/Keras | Scikit-learn | OpenCV | Vercel AI | Github | Hugging Face | Flask | FastAPI | OpenAI API | Claude Code | LangChain | ChromaDB | Next.js | SQL | Docker | R/Rstudio | Matlab PyTorch | TensorFlow | Deep Learning | Neural Networks | Machine Learning | Machine Learning Model | Large Language Model | RAG | AI Model Development | AI Model Integration | Data Engineering | biostatistics | Statistical Analysis | Data Engineering | Image processing | Signal Processing WHAT YOU CAN EXPECT ✓ Clear communication and realistic scoping ✓ Clean, reproducible code and documentation ✓ Research-backed implementation decisions ✓ Flexible collaboration across USA, Europe, UK, and Australia time zones I also support Python/R Data Science Data Analysis, NLP, LLMs, OpenAI API, RAG chatbots, Clinical Data, Data Engineering, scraping tasks projects and build ETL pipelines as well as setup databases. Share your idea, dataset, existing codebase, or research paper, and I will help define the most practical path from prototype to implementation.

🏆 AWS Certified Generative AI Developer - Professional 🏆 AWS Certified Machine Learning – Specialty 🏆 AWS Certified Data Analytics – Specialty 🏆 Google Cloud Professional Machine Learning Engineer 🏆 Google Cloud Professional Cloud Architect I help businesses design, build, and deploy production-ready Generative AI applications powered by LLMs, AI Agents, RAG pipelines, Voice AI, and workflow automation. With 8+ years of experience in Machine Learning, NLP, Computer Vision, and Cloud AI, I specialize in transforming AI prototypes into scalable, enterprise-grade solutions running on AWS, GCP, and Kubernetes. What I Build ✅ AI Agents & Agentic Workflows * Single-Agent & Multi-Agent Systems * LangGraph Agent Development * MCP (Model Context Protocol) Integrations * Tool Calling & Function Calling Agents * Autonomous Research & Task Execution Agents * AI Workflow Automation ✅ RAG & Enterprise Search * Retrieval-Augmented Generation (RAG) * Enterprise Knowledge Assistants * Internal Documentation Chatbots * PDF, SharePoint, Confluence & Website Search * Hybrid Search (Vector + Keyword) * Agentic RAG Architectures ✅ Conversational AI & Voice AI * AI Chatbots * Customer Support Assistants * AI Voice Agents * Call Center Automation * Real-Time Speech-to-Speech Applications * Voice Ordering & Appointment Booking Systems GenAI Technologies 📍 LLMs OpenAI GPT-4o, GPT-5, Claude, Gemini, Llama, Mistral, Gemma, AWS Bedrock 📍 Agent Frameworks LangGraph, LangChain, LlamaIndex, CrewAI, AutoGen, LangSmith, LangFuse 📍 Vector Databases Pinecone, Qdrant, Weaviate, Milvus, ChromaDB, pgvector, Elasticsearch, Redis 📍 Voice AI Vapi, ElevenLabs, Deepgram, AssemblyAI, Whisper 📍 Prompt Engineering & Optimization DSPy, TextGrad, Structured Outputs, Guardrails 📍 LLM Deployment vLLM, Hugging Face TGI, TensorRT-LLM, Ray Serve, TorchServe Machine Learning & MLOps 📍 TensorFlow 📍 PyTorch 📍 Hugging Face 📍 Scikit-Learn 📍 Spark ML 📍 Forecasting & Predictive Analytics 📍 Computer Vision Solutions Cloud & Infrastructure AWS: Bedrock, SageMaker, Lambda, ECS, EKS, Textract, Comprehend, Rekognition, Transcribe, Polly, Forecast, Personalize Google Cloud: Vertex AI, Agent Builder, Gemini, Document AI, Dialogflow CX, GKE, Cloud Run, Cloud Functions Azure: Azure OpenAI, Azure ML Infrastructure: Kubernetes, Docker, CI/CD, GitHub Actions, Terraform Industries Served ✔ Retail & eCommerce ✔ Manufacturing ✔ Supply Chain & Logistics ✔ Automotive ✔ Healthcare ✔ Financial Services ✔ Customer Support Operations Whether you need an AI Agent, RAG chatbot, Voice AI solution, LLM-powered application, or a complete GenAI platform deployed on AWS/GCP, I can help take your idea from concept to production.

Most companies sitting on years of operational data still can't answer their most important questions: What will fail next? Where are we losing money? What should we do differently? I build the AI and ML systems that answer those questions — reliably, in production, not just in demos. I'm a PhD-trained Senior Applied AI & Data Scientist with 10+ years of experience translating messy, fragmented, domain-specific data into working decision-support systems. My background spans industrial operations, healthcare, agriculture, retail, and oil & gas — environments where the data is imperfect, the stakes are real, and generic solutions don't work. I have delivered production-ready AI/ML systems across several domains: - Retail security: anomaly-detection logic for security gate systems in large retail environments - Agriculture: greenhouse sensor analytics and ML-based decision-support for tomato production optimization - Oil & gas: production analytics, decline-curve interpretation, geospatial analysis, and forecasting dashboards - Healthcare: claims analytics, patient population classification, risk grouping, and payment workflow automation - Travel & pricing: recommendation systems, demand analysis, and personalized pricing automation - Research: peer-reviewed AI/ML and NLP publications, university-level collaboration What I typically build: - Predictive models and forecasting systems for operational and business decisions - Anomaly detection and risk scoring pipelines - Time-series and sensor data analysis - Explainable AI workflows with interpretable outputs for non-technical stakeholders - End-to-end ML proof-of-concepts and production-ready solutions for startups and enterprise teams I work best with clients who have a real business or engineering problem and need someone who can navigate unclear requirements, imperfect data, and domain complexity — and deliver something that actually works.