Your team should not waste hours searching documents, answering repeated questions, moving data between tools, or handling workflows manually. I build production-ready AI systems and full-stack web apps that automate that work using RAG, AI agents, Voice AI, MCP, Claude, LangChain, Next.js, and MERN. I combine AI engineering with full-stack development, so you do not need separate people for the AI logic, backend APIs, database, and web interface. I can take your idea from concept to prototype to production deployment. I help businesses build: ➞ AI Chatbots & RAG Systems Custom chatbots trained on documents, PDFs, websites, databases, SOPs, product docs, knowledge bases, or internal company data. I build retrieval systems that provide accurate, source-backed answers and reduce hallucinations. ➞ AI Agents & Workflow Automation AI agents that connect with APIs, CRMs, databases, Google Sheets, Slack, email, calendars, dashboards, and business tools to automate support, sales, admin, reporting, and operations tasks. ➞ Voice AI & Calling Agents Voice AI assistants for booking, customer support, lead qualification, reminders, follow-ups, and internal workflows using real-time voice AI, speech-to-text, and text-to-speech. ➞ MCP & Agentic AI Systems MCP server integrations, tool-using agents, multi-step workflows, function calling, structured outputs, API-connected agents, and agentic systems that work across your existing software stack. ➞ AI-Powered Web Apps & SaaS Full-stack AI apps using Next.js, React, Node.js, Express.js, Python, FastAPI, MongoDB, PostgreSQL, Supabase, and cloud deployment. I build dashboards, portals, admin panels, MVPs, SaaS apps, and internal tools. ➞ Document AI, ML & Computer Vision Systems for extracting, summarizing, classifying, and analyzing PDFs, invoices, forms, reports, contracts, images, videos, and business records. Recent project experience: • RAG chatbots for company documents, websites, databases, and knowledge bases • AI agent workflows for support, operations, lead handling, and reporting • Voice AI assistants for calls, booking, follow-ups, and customer communication • Full-stack AI dashboards using Next.js, React, Python, FastAPI, MongoDB, and PostgreSQL • Document AI pipelines for extraction, summarization, classification, and search • Computer vision and machine learning systems for detection, analytics, and prediction Core Skills & Tech Stack: ✅ LLM Apps & AI Orchestration: LangChain, LangGraph, LlamaIndex, OpenAI API, Claude, Gemini, Llama, Mistral, Hugging Face, AWS Bedrock, Google Vertex AI, MCP Servers, Pydantic AI ✅ RAG, Knowledge Bases & Vector Search: RAG pipelines, semantic search, hybrid search, embeddings, Pinecone, Weaviate, ChromaDB, Qdrant, FAISS, Supabase, PostgreSQL/pgvector ✅ AI Agents & Voice AI: AI agents, agentic workflows, multi-step workflows, tool-calling agents, OpenAI Realtime API, Whisper, OpenAI TTS, ElevenLabs, Retell AI, Twilio, speech-to-text, text-to-speech ✅ Document AI & Prompt Engineering: PDF parsing, OCR, document Q&A, invoice extraction, form processing, summarization, classification, prompt design, structured outputs, JSON mode, function calling ✅ Full-Stack AI Apps: Next.js, React, Node.js, Express.js, MERN stack, TypeScript, JavaScript, Tailwind CSS, Streamlit, SaaS dashboards, admin panels, customer portals ✅ Backend, Data & Deployment: Python, FastAPI, Flask, Django, REST APIs, GraphQL, Docker, Kubernetes, AWS, Azure, GCP, DigitalOcean, PostgreSQL, MongoDB, MySQL, Redis, Supabase, Firebase ✅ Integrations & Automation: HubSpot, Salesforce, Slack, Microsoft Teams, Google Sheets, Zapier, Make, Stripe, webhooks, CRM integrations, ERP integrations, custom API integrations ✅ ML & Computer Vision: PyTorch, TensorFlow, Scikit-learn, XGBoost, OpenCV, YOLO, image classification, object detection, predictive models, recommendation systems, anomaly detection I am a good fit if: • You want an AI system that solves a real business problem, not just a demo • You need an AI chatbot, RAG system, Voice AI agent, MCP integration, or automation workflow • You want a full-stack developer who can build the AI backend and web dashboard • You value clean code, clear communication, and production-ready delivery What you can expect: • Clear project scope before development starts • Fast communication and regular progress updates • Clean, maintainable, production-ready code • Practical AI architecture focused on accuracy, speed, and reliability • End-to-end ownership from idea to deployment If you need an AI chatbot, RAG system, Voice AI agent, MCP integration, LangChain app, Claude/OpenAI integration, Next.js SaaS platform, MERN app, or AI-powered automation tool, send me a message with your idea, data sources, and workflow.

I excel in Machine Learning (ML), Deep Learning (DL), Data Analysis, Large Language Models (LLM), Language Chain (LangChain), and Automation with 7+ years of experience. 🤖 Machine Learning & AI Development: Deep Learning & Neural Networks: Expertise in TensorFlow, PyTorch, and Keras for sophisticated model building. Natural Language Processing (NLP): Proficient in SpaCy, NLTK, and OpenAI models for advanced NLP applications. Computer Vision: Developing state-of-the-art image recognition systems with OpenCV. Large Language Models (LLMs): Skilled in GPT-4o, GPT-4, GPT-3.5, Claude, Llama 3, Llama 3.1, and Mistral, with LangChain for multi-agent systems. Scalable Vector Search: Utilizing Pinecone, Chroma, and FAISS for efficient vector search. Speech Recognition & Transcription: Implementing Whisper for fast and accurate speech-to-text solutions. 🌐 Web Scraping & Data Extraction: Advanced Web Scraping: Utilizing Selenium, Beautiful Soup, and Scrapy to extract valuable data, even from complex sites. Data Manipulation & Cleaning: Precision handling and analysis using pandas. Real-time Data Feeds: Automated data extraction for up-to-date market analysis and strategic insights. ⚙️ Automation Expertise: Automation Platforms: Extensive experience with Make, Zapier, and n8n for seamless workflow automation. API Integrations: Expertise in connecting APIs and streamlining data workflows to synchronize platforms and applications in real-time. Multi-step Automation: Building complex, logic-driven automation scenarios to reduce manual tasks and enhance efficiency. Custom Scripts: Writing Python-based scripts to automate tasks, process large datasets, and handle integration challenges. Voice AI Automation: Integrating VAPI-powered voice bots into automated workflows for appointment booking, customer feedback collection, and real-time audio interactions.

💯 𝗝𝗼𝗯 𝗦𝘂𝗰𝗰𝗲𝘀𝘀 | 120+ 𝗽𝗿𝗼𝗷𝗲𝗰𝘁𝘀 | 1400+ 𝗵𝗼𝘂𝗿𝘀 on Upwork Hi there! I’m a Python Developer and Full Stack engineer with 10+ years of experience building SaaS platforms, GovTech solutions, healthcare & education systems, monitoring platforms, and AI & ML applications. 🎓 Certified Senior Python & Django Developer 🎓 Python & Django Instructor and Community Ambassador (Django Girls) ✨ 𝗪𝗵𝗮𝘁 𝗰𝗹𝗶𝗲𝗻𝘁𝘀 𝗴𝗮𝗶𝗻 𝘄𝗼𝗿𝗸𝗶𝗻𝗴 𝘄𝗶𝘁𝗵 𝗺𝗲: 🖇 Rapid MVP launches and SaaS products built by an experienced Python Developer 💰 Operational cost reductions of 30%+ through automation and smart engineering 💰 Helped startups raise over $15M in funding in 2024 🖇 Systems designed by a Full Stack Engineer to support 200k+ users and 10k+ concurrent sessions 🔐 Security: my team is in the process of ISO 27001 certification, and we’ve helped clients pass audits and achieve certification themselves 🏥 Hands-on experience with healthcare regulations and compliance, delivering secure EHR and patient-data systems ✨ My recent projects' achievements: 🏆 GovTech platforms generating $890M+ revenue and handling 245k+ transactions 🌍 Global recognition with the UN Public Service Award and Open Government Partnership Summit Award 🛠 Tech Stack: - Backend & APIs: Python (Django, FastAPI, Flask), RESTful APIs, GraphQL - Frontend: React, Next.js, TypeScript, Tailwind CSS - Databases & Data: PostgreSQL, MySQL, MongoDB, Redis, BigQuery, ETL/ELT - Cloud & DevOps: AWS, GCP, Azure, Docker, Kubernetes, Terraform, CI/CD pipelines - AI & ML: OpenAI API, ChatGPT API, PyTorch, TensorFlow, OCR, NLP, automation, data pipelines - Other: Supabase, Payment Gateway Integration 🧩 Solutions As both a Python Developer and Full Stack Engineer, I provide end-to-end solutions tailored to your needs: 📎 SaaS Platforms & Enterprise Apps: From backend (Django, FastAPI, Flask) to frontend (React, Next.js), I design subscription models, billing systems, analytics, and admin dashboards. 📎 Healthcare & Education: I build secure EHR systems and large-scale eLearning platforms that meet strict compliance standards. Using Django and FastAPI for backends, PostgreSQL for reliable data storage, and AI modules built on PyTorch, I’ve delivered solutions that handle sensitive patient data, automate workflows, and provide doctors and administrators with intuitive React dashboards. 📎 AI & ML Applications: I develop intelligent tools using OpenAI API, ChatGPT API, and deep learning frameworks like PyTorch and TensorFlow. These applications power advanced OCR, NLP, chatbots, and predictive analytics - often cutting manual work by 70%+ and boosting accuracy to over 90%. To make insights accessible, I integrate them with FastAPI backends and interactive React dashboards. 📎 Monitoring & IoT Platforms: Real-time pipelines are enhanced with AI anomaly detection models developed in PyTorch or TensorFlow, wrapped in Flask or FastAPI microservices, and visualized through React dashboards for actionable decision-making. 📎 Business Automation: CRMs, ERPs, and workflow tools engineered to cut costs and speed up decision-making. 🤝 Why clients choose me Not only as a Python Developer but also as a strategic Full Stack Engineer I can oversee the entire software lifecycle: from architecture to deployment. I provide clear communication (Daily and weekly syncs, demos), transparent reporting, and flexible engagement models. Working with me, you’re not just getting a Python Developer. You’re partnering with a Full Stack Engineer committed to delivering secure, scalable, and high-performance solutions that directly impact your growth. 📩 Let’s connect and turn your idea into a market-ready product.

🚀 Bring Your Ideas to Life, I Build Apps & Websites That Wow! Have a vision? I will make it real. With 13+ years of experience in web and mobile development, I transform ideas into high-quality, fully functional applications. Why Clients Choose Me: ✅ End-to-End Development: Every project follows a meticulous workflow Investigation → Development → QA Review → Code Review → Deployment. Nothing slips through the cracks. ✅ Clear Communication & Support: I am available for calls anytime to discuss tasks or new projects. Working exclusively on Upwork means I am always reachable when it matters most. ✅ Trusted & Verified: With over 13 years as a verified member of the web and app ecosystem, your project is in safe hands. 💡 Services I Offer: ✓ Full Stack Web & Mobile App Development (iOS & Android) ✓ OpenAI & ChatGPT Integrations ✓ Frontend: HTML, CSS, JavaScript, Bootstrap, React.js, Angular.js, Vue.js ✓ Backend: Node.js, Laravel, Django, PHP, Python ✓ CMS & E-commerce: WordPress, Shopify, Magento ✓ Databases: MySQL, MongoDB, SQLite, PostgreSQL ✓ Mobile Languages and Frameworks: Swift, SwiftUI, Kotlin, React Native, Flutter, Ionic ✓ Cloud & Hosting: Firebase, AWS, GoDaddy ✓ UX/UI Design & Performance Optimization ✓ Support, Maintenance, Audit & Code Review 🌟 Expertise Across App Genres: ✪ ChatGPT-powered apps & AI integrations ✪ Social networking & dating apps, instant messaging ✪ Geolocation, restaurant, travel, shopping apps ✪ Health, fitness & educational apps ✪ Video streaming & processing apps (RTMP, Wowza) ✪ Online booking & appointment apps ✪ E-commerce & payment integration ✪ Live streaming with dual camera support ✪ Push notifications, social logins, REST APIs, animations My Promise: “Whatever you imagine, I can create beautifully, efficiently, and reliably.” Send me a message today and let’s transform your idea into a product that impresses!

Senior Data Scientist With 6 years of proven expertise in Machine Learning, Deep Learning, and building end-to-end machine learning solutions. I have a strong track record in delivering impactful data-driven insights and scalable models. Driven by my passion for problem-solving and innovation, I aim to leverage my knowledge, skills, and experience to take on new challenges, continuously advancing my abilities and contributing to the success of the team.

🚀 𝐀𝐈 & 𝐅𝐮𝐥𝐥-𝐒𝐭𝐚𝐜𝐤 𝐒𝐨𝐥𝐮𝐭𝐢𝐨𝐧𝐬 | 150+ 𝐏𝐫𝐨𝐣𝐞𝐜𝐭𝐬 | 𝐎𝐧-𝐓𝐢𝐦𝐞 𝐃𝐞𝐥𝐢𝐯𝐞𝐫𝐲 𝐨𝐫 𝐘𝐨𝐮𝐫 𝐌𝐨𝐧𝐞𝐲 𝐁𝐚𝐜𝐤! I'm an AI/ML specialist focused on delivering practical machine learning and data analysis solutions for businesses. With expertise in programming, data analysis, and AI development, I help clients transform their data into actionable insights and automated systems. I specialize in projects involving machine learning model development, data analysis, and AI implementation. Whether you need predictive analytics, intelligent automation, or custom AI solutions, I deliver work that aligns with your business goals. Let's discuss how I can help your project succeed. 👉 Let’s build your AI-powered future together. 𝗪𝗵𝘆 𝗖𝗹𝗶𝗲𝗻𝘁𝘀 𝗛𝗶𝗿𝗲 𝗠𝗲 ✔️ 50+ Projects Delivered: Served Healthcare, Fintech, E-commerce, Education, and Enterprise industries. ✔️ End-to-End Solutions: From MVPs to production-ready AI apps with scalable architecture. ✔️ Top Skills: Python, AI/ML, React, Django, AWS, LLM Integration, RAG Systems, Chatbot Development. ✔️ Proven Track Record: On-time delivery, clear communication, and client-focused problem-solving. 𝗜’𝗺 𝐍𝐞𝐡𝐚, 𝗮 𝗙𝘂𝗹𝗹 𝗦𝘁𝗮𝗰𝗸 𝗔𝗜/𝗠𝗟 𝗗𝗲𝘃𝗲𝗹𝗼𝗽𝗲𝗿 & 𝗜 𝗵𝗮𝘃𝗲 𝗲𝘅𝗽𝗲𝗿𝗶𝗲𝗻𝗰𝗲 𝘄𝗶𝘁𝗵 𝗔𝗜 𝗜𝗻𝘁𝗲𝗴𝗿𝗮𝘁𝗶𝗼𝗻 𝗮𝗻𝗱 𝗙𝗿𝗼𝗻𝘁𝗲𝗻𝗱 𝗮𝗻𝗱 𝗕𝗮𝗰𝗸𝗲𝗻𝗱 𝗗𝗲𝘃𝗲𝗹𝗼𝗽𝗺𝗲𝗻𝘁... 🔹 Fine Tuning: Specialized in persona writing, QnA, medical, legal using mistral, llama3 🔹 LLM Deployment: On Cloud platforms like RunAPod, AWS, GCP 🔹Python (Flask, Fast API, Django, GPT API, Pytest, BeautifulSoup, Selenium) 🔹 AI Agents / Voice Bots: Proficient with CrewAI/AutoGen, Amazon Polly, Deepgram. 🔹 LLM Synthetic Dataset Generation 🔹 LLM Evaluation Framework 🔹 Fullstack (JavaScript, MongoDB, Express.js, React, Node.js) 🔹 DevOps - Ansible, Docker, Kubernetes, GitLab CI\CD (AWS/Azure/DO/GCP). 🔹 API integration: Binance API, Telegram API, OpenAI API, BetFair API, OddsJam API, Stripe API. 🔹 OS LLM Deployment: On AWS/GCP/RunPod using SkyPilot (vLLM/TGI) 🔹 Web Scraping, Data Mining, Web Crawling, Data Parsing, Automation, Bots 🔹 API development: RESTful API, Web Services, HTTP Methods, JSON/XML, API Security, OAuth, API Documentation, API Testing, Postman, Swagger, API Gateway, Microservices, Endpoint Design 💡 𝗜𝗻𝗱𝘂𝘀𝘁𝗿𝗶𝗲𝘀 𝗜’𝘃𝗲 𝗪𝗼𝗿𝗸𝗲𝗱 𝗪𝗶𝘁𝗵 Healthcare | Fintech | E-commerce | EdTech | Logistics | Manufacturing ⚡ 𝗪𝗵𝗮𝘁 𝗖𝗹𝗶𝗲𝗻𝘁𝘀 𝗚𝗲𝘁 𝗪𝗼𝗿𝗸𝗶𝗻𝗴 𝗪𝗶𝘁𝗵 𝗠𝗲 ✔ Production-ready AI systems (not prototypes) ✔ Clean, scalable, and maintainable architecture ✔ Fast communication and reliable delivery ✔ End-to-end ownership from design to deployment ✔ Strong focus on real business outcomes 🎯 𝗠𝘆 𝗔𝗽𝗽𝗿𝗼𝗮𝗰𝗵 I combine deep technical expertise with a product mindset. My goal is to build AI systems that are reliable, scalable, and actually useful in real-world operations not just experimental demos. If you’re looking to build AI agents, automate workflows, or create scalable AI-powered applications, I can help you turn that idea into a working production system. 𝐋𝐞𝐭’𝐬 𝐛𝐮𝐢𝐥𝐝 𝐬𝐨𝐦𝐞𝐭𝐡𝐢𝐧𝐠 𝐢𝐦𝐩𝐚𝐜𝐭𝐟𝐮𝐥. AI Chatbot Development | AI Agent Development | LLM (Large Language Models) | Python Developer | Full Stack Developer | React Developer | Django Developer | AWS Cloud | Machine Learning Engineer | RAG (Retrieval-Augmented Generation) | NLP Developer | API Integration | AI Automation | Cloud Deployment | Custom Web App Development | AI Automation | Deep Learning

Turned 40,000 unstructured leads into $1.4M in revenue for a 50M fitness franchise by rebuilding their sales qualification system from the ground up using AI, CRM automation, and lead funnel redesign. Currently working with SAP consultancies to cut project delivery time by 40% through auditable AI workflows. Faster demos, cleaner handoffs, less manual work per engagement. Also running an active revenue-sharing engagement with a private equity firm on AI-powered lead funnel optimization — structured around outcomes, not hours. The way I work: I find where revenue is leaking, build the system that fixes it, and measure the before and after. That means CRM pipelines, AI-powered lead scoring, automated outreach sequences, and sales funnel restructuring. Not decks. Actual builds. Clients have included YC-backed startups, Stanford and NVIDIA-backed teams, and scaling businesses across the US, Europe, and the Middle East. If you have a sales or ops problem where the gap between current and target revenue is clear, that is the kind of work I take on.

𝗕𝗿𝗶𝗱𝗴𝗶𝗻𝗴 𝘁𝗵𝗲 𝗴𝗮𝗽 𝗯𝗲𝘁𝘄𝗲𝗲𝗻 𝗰𝘂𝘁𝘁𝗶𝗻𝗴-𝗲𝗱𝗴𝗲 𝗔𝗜 𝗿𝗲𝘀𝗲𝗮𝗿𝗰𝗵 𝗮𝗻𝗱 𝗿𝗲𝗮𝗹-𝘄𝗼𝗿𝗹𝗱 𝗶𝗻𝗱𝘂𝘀𝘁𝗿𝗶𝗮𝗹 𝗮𝗽𝗽𝗹𝗶𝗰𝗮𝘁𝗶𝗼𝗻. If you are looking to integrate Artificial Intelligence into your business, you do not just need code, you need a strategy. You need an architecture that scales, models that perform in the wild, and a pipeline that is cost-effective. I am 𝗔𝗱𝗶𝗹 𝗔𝗳𝘇𝗮𝗹, an AI Solutions Architect and Founder of XeroAI. 𝗠𝘆 𝗪𝗼𝗿𝗸𝗶𝗻𝗴 𝗠𝗼𝗱𝗲𝗹: 𝗧𝗵𝗲 𝗕𝗲𝘀𝘁 𝗼𝗳 𝗕𝗼𝘁𝗵 𝗪𝗼𝗿𝗹𝗱𝘀 I operate primarily as an expert freelancer and 𝗟𝗲𝗮𝗱 𝗔𝗿𝗰𝗵𝗶𝘁𝗲𝗰𝘁. This means when we discuss your project, you are speaking directly to the engineer designing your system, not a salesperson. I personally oversee the core AI architecture, model selection, and strategy. However, for projects that require full-stack development (Web/Mobile integration, Data Labeling, UI/UX), I bring the full support of my team at 𝗫𝗲𝗿𝗼𝗔𝗜. This allows me to offer you: 𝟭. 𝗣𝗲𝗿𝘀𝗼𝗻𝗮𝗹 𝗔𝗰𝗰𝗼𝘂𝗻𝘁𝗮𝗯𝗶𝗹𝗶𝘁𝘆 I am your Single Point of Contact (SPOC). 𝟮. 𝗦𝗰𝗮𝗹𝗮𝗯𝗶𝗹𝗶𝘁𝘆: We can handle everything from a simple Python script to a full-scale SaaS platform. 🚀 𝗖𝗼𝗿𝗲 𝗖𝗼𝗺𝗽𝗲𝘁𝗲𝗻𝗰𝗶𝗲𝘀 & 𝗧𝗲𝗰𝗵𝗻𝗼𝗹𝗼𝗴𝗶𝗲𝘀 👁️ 𝗖𝗼𝗺𝗽𝘂𝘁𝗲𝗿 𝗩𝗶𝘀𝗶𝗼𝗻 (𝗥𝗲𝘀𝗲𝗮𝗿𝗰𝗵 𝘁𝗼 𝗣𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻) • 𝗢𝗯𝗷𝗲𝗰𝘁 𝗗𝗲𝘁𝗲𝗰𝘁𝗶𝗼𝗻 & 𝗧𝗿𝗮𝗰𝗸𝗶𝗻𝗴: YOLOv8/v10, DeepSort, and MediaPipe for real-time analytics. • 𝗘𝗱𝗴𝗲 𝗔𝗜: Deploying heavy models on lightweight devices (NVIDIA Jetson, Raspberry Pi, Mobile) using TensorRT and TF Lite. • 𝗜𝗻𝗱𝘂𝘀𝘁𝗿𝗶𝗮𝗹 & 𝗠𝗲𝗱𝗶𝗰𝗮𝗹 𝗜𝗺𝗮𝗴𝗶𝗻𝗴: Segmentation, Defect Detection, and OCR. 🤖 𝗚𝗲𝗻𝗲𝗿𝗮𝘁𝗶𝘃𝗲 𝗔𝗜 & 𝗟𝗮𝗿𝗴𝗲 𝗟𝗮𝗻𝗴𝘂𝗮𝗴𝗲 𝗠𝗼𝗱𝗲𝗹𝘀 (𝗟𝗟𝗠𝘀) • 𝗥𝗔𝗚 𝗣𝗶𝗽𝗲𝗹𝗶𝗻𝗲𝘀: Building custom chatbots that "talk" to your PDFs, SQL databases, or Notion using LangChain and Vector DBs (Pinecone, Milvus). • 𝗙𝗶𝗻𝗲-𝗧𝘂𝗻𝗶𝗻𝗴: Customizing Llama 3, Mistral, or GPT-4 for niche industrial tasks. • 𝗔𝗜 𝗔𝗴𝗲𝗻𝘁𝘀: Developing autonomous agents that can execute workflows and browse the web. 🗣️ 𝗡𝗮𝘁𝘂𝗿𝗮𝗹 𝗟𝗮𝗻𝗴𝘂𝗮𝗴𝗲 𝗣𝗿𝗼𝗰𝗲𝘀𝘀𝗶𝗻𝗴 (𝗡𝗟𝗣) • Sentiment Analysis, Named Entity Recognition (NER), and Text Summarization. • Audio Intelligence (Whisper, TTS). 🏭 𝗜𝗻𝗱𝘂𝘀𝘁𝗿𝗶𝗮𝗹 𝗜𝗺𝗽𝗮𝗰𝘁 We have successfully transformed workflows in: • 𝗗𝗶𝗴𝗶𝘁𝗮𝗹 𝗔𝗴𝗿𝗶𝗰𝘂𝗹𝘁𝘂𝗿𝗲: Crop monitoring and disease detection. • 𝗦𝗽𝗼𝗿𝘁𝘀 𝗔𝗻𝗮𝗹𝘆𝘁𝗶𝗰𝘀: Player tracking and pose estimation. • 𝗛𝗲𝗮𝗹𝘁𝗵𝗰𝗮𝗿𝗲: Medical imaging diagnostics. • 𝗦𝗲𝗰𝘂𝗿𝗶𝘁𝘆 & 𝗦𝘂𝗿𝘃𝗲𝗶𝗹𝗹𝗮𝗻𝗰𝗲: Smart surveillance and anomaly detection. 🛠️ 𝗧𝗲𝗰𝗵 𝗦𝘁𝗮𝗰𝗸 • 𝗟𝗮𝗻𝗴𝘂𝗮𝗴𝗲𝘀: Python, C++, Dart (Flutter). • 𝗙𝗿𝗮𝗺𝗲𝘄𝗼𝗿𝗸𝘀: PyTorch, TensorFlow, Keras, OpenCV, Scikit-learn. • 𝗗𝗲𝗽𝗹𝗼𝘆𝗺𝗲𝗻𝘁: Docker, AWS (SageMaker, Lambda), GCP, Streamlit, FastAPI. 𝗟𝗲𝘁’𝘀 𝗕𝘂𝗶𝗹𝗱 𝘁𝗵𝗲 𝗙𝘂𝘁𝘂𝗿𝗲, how AI can transform your business. Visit 𝘅𝗲𝗿𝗼𝗮𝗶.𝗰𝗼𝗺 to see our work, and let’s build something extraordinary together. Click "𝗜𝗻𝘃𝗶𝘁𝗲 𝘁𝗼 𝗝𝗼𝗯" to schedule a brief consultation about your project goals.

Certified Machine Learning Engineer | Specializing in Computer Vision and Gen AI Solutions | 6+ Years of Industry Experience | Ex Nokia What I Offer on Upwork: Gen AI Solutions ✅ Voice-Based AI Agent ✅ MCP Server integrations ✅ ChatBots and AI Agents ✅ MultiModal RAG Systems ✅ Fine-Tune LLMs using LORA ✅ Controlled Diffusion Models Computer vision and Deep Learning ✅ 2D/3D Object Detection, Tracking and Segmentation ✅ Real-time video analytics ✅ 3D Reconstruction ✅ Vision Based Surveillance systems ✅ Medical Imaging ✅ Optimized AI inference for edge devices Whether you need a tailored AI solution or guidance on deploying AI at scale, I bring a proven track record of innovation and delivery excellence.

I’m a Healthcare AI Engineer and Machine Learning Engineer helping Healthcare & MedTech teams build production-ready Medical AI and Clinical AI systems for medical imaging and biomedical signal processing (ECG, EEG, PPG). My focus is not just model accuracy, but clinical validation, deployment, and real-world reliability. If your healthcare AI works in notebooks but struggles in production, I help bridge that gap. What I Help With (Common Healthcare AI Projects) ✔ Medical Imaging AI (X-ray, MRI, CT): disease detection, segmentation, screening ✔ Biomedical Signal Processing (ECG, EEG, PPG): classification, prediction, monitoring ✔ Deep Learning for Healthcare: CNNs, Transformers, time-series ML ✔ Deployment-Ready Machine Learning: FastAPI, Docker, cloud-ready inference ✔ Model Validation & Error Analysis for clinical and research use Results & Proof ✔ Built ECG-based glucose prediction system using PPG data (5★ Upwork project) ✔ Developed non-invasive blood pressure estimation model using clinical signals ✔ Delivered medical imaging deep learning models achieving 92%+ accuracy ✔ Published peer-reviewed EEG research (IJSER, 2021) in biomedical signal AI How I Typically Start Healthcare AI Projects Step 1: Data & requirement review (feasibility, risks, validation scope) Step 2: Baseline model + clinical validation plan Step 3: Production-ready AI pipeline (API, deployment, monitoring) Message me with your dataset and goal I’ll suggest a clear, low-risk roadmap for your healthcare AI project.