𝐈 𝐡𝐞𝐥𝐩 𝐬𝐭𝐚𝐫𝐭𝐮𝐩𝐬 𝐚𝐧𝐝 𝐞𝐧𝐭𝐞𝐫𝐩𝐫𝐢𝐬𝐞𝐬 𝐛𝐮𝐢𝐥𝐝 𝐩𝐫𝐨𝐝𝐮𝐜𝐭𝐢𝐨𝐧 𝐀𝐈 𝐬𝐲𝐬𝐭𝐞𝐦𝐬 𝐭𝐡𝐚𝐭 𝐚𝐮𝐭𝐨𝐦𝐚𝐭𝐞 𝐫𝐞𝐚𝐥 𝐰𝐨𝐫𝐤𝐟𝐥𝐨𝐰𝐬 𝐬𝐮𝐜𝐡 𝐚𝐬 𝐜𝐚𝐥𝐥𝐬, 𝐬𝐜𝐡𝐞𝐝𝐮𝐥𝐢𝐧𝐠, 𝐬𝐜𝐫𝐞𝐞𝐧𝐢𝐧𝐠, 𝐜𝐮𝐬𝐭𝐨𝐦𝐞𝐫 𝐜𝐨𝐦𝐦𝐮𝐧𝐢𝐜𝐚𝐭𝐢𝐨𝐧, 𝐝𝐨𝐜𝐮𝐦𝐞𝐧𝐭 𝐡𝐚𝐧𝐝𝐥𝐢𝐧𝐠, 𝐚𝐧𝐝 𝐢𝐧𝐭𝐞𝐫𝐧𝐚𝐥 𝐨𝐩𝐞𝐫𝐚𝐭𝐢𝐨𝐧𝐬, 𝐮𝐬𝐢𝐧𝐠 𝐀𝐈 𝐀𝐠𝐞𝐧𝐭𝐬, 𝐑𝐀𝐆 𝐬𝐲𝐬𝐭𝐞𝐦𝐬, 𝐚𝐧𝐝 𝐟𝐮𝐥𝐥-𝐬𝐭𝐚𝐜𝐤 𝐀𝐈 𝐞𝐧𝐠𝐢𝐧𝐞𝐞𝐫𝐢𝐧𝐠. 🔹Replaced manual clinical trial outreach with an AI voice agent that automatically calls, qualifies, and books eligible patients. 🔹 Automated healthcare lead engagement using AI voice and chat assistants for patient communication and appointment scheduling. 🔹 Built a workforce management platform that simplifies staff scheduling and compliance for healthcare facilities. 🔹 Built an AI financial assistant that helps teams analyze financial data and retrieve insights faster. 𝐈𝐬 𝐲𝐨𝐮𝐫 𝐛𝐮𝐬𝐢𝐧𝐞𝐬𝐬 𝐟𝐚𝐜𝐢𝐧𝐠 𝐚𝐧𝐲 𝐨𝐟 𝐭𝐡𝐞𝐬𝐞 𝐜𝐡𝐚𝐥𝐥𝐞𝐧𝐠𝐞𝐬? ❓Is your team still spending hours every week on work AI could complete in minutes? ❓Are employees copying information between systems instead of focusing on customers? ❓Does valuable company knowledge disappear inside documents, emails, or Slack conversations? ❓Are customers waiting for responses because important workflows are still manual? ❓Do you need AI that actually becomes part of your business instead of another chatbot demo? 𝐖𝐡𝐚𝐭 𝐂𝐥𝐢𝐞𝐧𝐭𝐬 𝐒𝐚𝐲 𝐀𝐛𝐨𝐮𝐭 𝐌𝐲 𝐖𝐨𝐫𝐤 🔹 "Muhammed was professional, responsive, and turned our AI vision into a results-driven tool. Highly recommend!" 🔹 "Fahid consistently delivers high-quality work, tackling challenging projects with an open mind for top global brands." 🔹 "Very easy to work with—friendly, knowledgeable, and clear in explanations and recommendations." 🔹 "A great team member who works diligently and independently on complex tasks. Would gladly work with him again." 𝐌𝐨𝐬𝐭 𝐍𝐨𝐭𝐚𝐛𝐥𝐞 𝐇𝐞𝐚𝐥𝐭𝐡𝐜𝐚𝐫𝐞 𝐀𝐈 𝐏𝐫𝐨𝐣𝐞𝐜𝐭𝐬 🩺 𝐓𝐨𝐜𝐚 𝐇𝐞𝐚𝐥𝐭𝐡 𝐀𝐈 𝐏𝐨𝐰𝐞𝐫𝐞𝐝 𝐄𝐇𝐑 for Monitoring Patients and Managing Chronic Care Built: AI-driven care-plan engine, automated billing, IoT orchestration, and HIPAA-secure communication. Impact: Scaled for 500K+ doctors with 99.9% uptime. Tech: GPT Codex, Claude Code, AWS IoT · FastAPI · EHR Integrations · Generative AI · Tenovi · RingCentral 🛡️ 𝐂𝐨𝐧𝐧𝐞𝐱𝐆𝐮𝐚𝐫𝐝 𝐀𝐈 𝐏𝐨𝐰𝐞𝐫𝐞𝐝 𝐒𝐭𝐚𝐟𝐟 𝐌𝐚𝐧𝐚𝐠𝐞𝐦𝐞𝐧𝐭 & 𝐂𝐨𝐦𝐩𝐥𝐢𝐚𝐧𝐜𝐞 in Nursing Facilities Built: AI platform for staff scheduling, compliance, and operational insights. Impact: 25% reduction in operational overhead. Tech: Django · React · CMS Compliance Layer · AWS · PostgreSQL 🧪 𝐃𝐌 𝐂𝐥𝐢𝐧𝐢𝐜𝐚𝐥 - 𝐀𝐈-𝐏𝐨𝐰𝐞𝐫𝐞𝐝 𝐅𝐢𝐧𝐝 𝐚𝐧𝐝 𝐒𝐜𝐫𝐞𝐞𝐧 𝐏𝐚𝐭𝐢𝐞𝐧𝐭𝐬 for Clinical Trials Built: Automated volunteer outreach and eligibility screening with AI-to-human handoff. Impact: Increased recruitment speed; reduced manual effort and cost-per-acquisition. Tech: Claude Code, Python · VAPI · Twilio · GPT-4 · AWS Lambda · PostgreSQL · CRM Integrations 🎙️ 𝐀𝐮𝐝𝐢𝐯𝐨𝐱 – 𝐀𝐈 𝐕𝐨𝐢𝐜𝐞 𝐀𝐮𝐭𝐨𝐦𝐚𝐭𝐢𝐨𝐧 & 𝐑𝐞𝐯𝐞𝐧𝐮𝐞 𝐏𝐥𝐚𝐭𝐟𝐨𝐫𝐦 Built: AI-powered voice agents for inbound and outbound calling, lead qualification, appointment scheduling, customer engagement, and sales workflow automation. Impact: Automated customer conversations, accelerated lead qualification, and streamlined sales operations through AI-driven voice automation. Tech: OpenAI · VAPI · Twilio · Python · FastAPI · React · AWS 𝐓𝐞𝐜𝐡𝐧𝐢𝐜𝐚𝐥 𝐈𝐧𝐭𝐞𝐫𝐨𝐩𝐞𝐫𝐚𝐛𝐢𝐥𝐢𝐭𝐲 & 𝐂𝐨𝐦𝐩𝐥𝐢𝐚𝐧𝐜𝐞 🔹Multi-agent LLM workflows (LangChain, LlamaIndex, CrewAI) 🔹FHIR/HL7, CMS-compliant healthcare data pipelines 🔹EHR/EMR integration (Epic, PCC, CharmHealth) 🔹PubMed-powered medical-grade RAG AI 🔹HIPAA-secure AWS deployments 𝐌𝐞𝐞𝐭 𝐍𝐞𝐮𝐫𝐎𝐎𝐜𝐞𝐚𝐧𝐬 𝐀𝐈 NeurOOceans AI helps businesses turn AI into measurable results. 🔹50+ AI/ML engineers, Full-Stack developers & DevOps experts 🔹Top Rated Plus on Upwork 🔹Specialized in Generative AI, AI SaaS, and enterprise automations

I am a skilled professional with experience in the fields of Artificial Intelligence, Machine Learning, Natural Language Processing (NLP) and Automation projects, with a proven track record of successfully completing projects in these areas. My AI expertise enables me to build software projects such as a Fine Tuned LLM Chatbot or a Custom Data Trainer, or a No-code Chatbot built on simple API integrations. I also have experience in Neuro-Linguistic Programming (NLP), where I have proven my ability to handle complex text analysis and natural language understanding tasks. Using advanced NLP techniques, I have successfully developed applications that improve language processing and generate high-quality text. I have also mastered the art of working with large language models, such as GPT-3 LLMs RAG, and harnessing their power to solve complex language-related challenges. Programming languages ​​(Python, R, etc.) AI/ML frameworks (TensorFlow, PyTorch, Keras) Cloud platforms (AWS, GCP, Azure) Automation platforms (Zapier, Make) API development and integration Chatbot development (GPT, LLM, RAG) Other relevant skills (data analysis, data visualization)

I'm Currently Upwork's #1 Ranked Ai Automation Expert In The India (Via UpworkMrr Rankings) Give me something to build and i'll build it so it works for you 24/7. Thats my promise. If you shoot me a invitation or message ill send you a personalised loom video back on how i may be able to help you! A little more about me: I help growth-focused businesses save time and scale fast by automating tasks and building AI-powered workflows. From data scraping and marketing automations to AI chatbots and custom no-code tools, I design systems that work for you 24/7. If your team is stuck in spreadsheets or bogged down by manual work, I’ll build reliable automations and AI agents to turn your chaos into streamlined, data-driven processes—no dev team needed. • 150+ automation and AI projects delivered • 100% Job Success Score | 5.0★ average • 6000 Youtube Subscribers (Leading Expert On Upwork And Freelancing). • Zapier Certified Expert | Make, n8n, Airtable integrations • Real, measurable ROI—my systems pay for themselves in weeks • Clear communication and tailored solutions, every time If your looking to work with someone who is professional, in the top 10% of upwork profiles and fast delivery i'm your man. 🔧 EXPERTISE: AI Automation | No-Code Development | Airtable | Zapier | Make | n8n | AI Agents | ChatGPT Integration | LLM Implementation | Workflow Automation | API Integration | Database Design | Digital Workers | Business Process Automation | AI Backend Systems | Next.js developer | React developer| Full Stack Developer| Python developer | FastAPI developer | Django developer | Airtable consultant, Airtable developer | Supabase specialist | Firebase developer| AI Chatbot developer, Voice Bot developer | Vapi AI integration | Retell AI developer | ElevenLabs Voice AI, | AI MVP prototyping| Bolt developer| Lovable app | SaaS application developer

Ahmed Sherif has a great mix of Data Science and Engineering skills. He spends his time building and deploying cool ML and deep learning applications to the cloud. He has programming knowledge in Python, R and SQL, which he uses in conjunction with Spark to build out data and ML pipelines. He has additional programming knowledge in JavaScript, HTML, CSS, and D3.js to deploy web based visualizations. In 2016, Ahmed published his first book, 'Practical Business Intelligence'. It is a journey in developing BI solutions with open source software to help companies gain a competitive advantage. In 2018, he published his second book, Apache Spark Deep Learning Cookbook.

Greetings! I'm Mujtaba, a passionate data enthusiast and Kaggle Expert with 4+ years of professional experience. Over the last 1.5 years, I've immersed myself in freelancing, refining my skills and delivering outstanding results to clients globally. I take pride in having successfully completed 90+ projects, showcasing expertise in data cleaning, analysis, visualization, machine learning, and deep learning. Skills: -Python Programming -Data Analysis and Visualization -Data Cleaning and Transformation -Data Extraction -Feature Engineering -Machine Learning and Deep Learning -Computer Vision -Natural Language Processing (NLP) -Audio Recognition and Preprocessing -Gen AI/LLM/Comfy UI/GPT/Open AI API -Prompt Engineering Tools: -Python/SQL -Pandas -Matplotlib/Seaborn/Plotly -NumPy -Scikit-Learn/Tensorflow/Keras/Pytorch/NLTK/OpenCV -Streamlit -MS Excel/MS Power BI -Jupyter Notebook/Kaggle/Google Colab -VS Code and many more (will use new tool, if required). Client satisfaction is my top priority, and I am dedicated to delivering high-quality work that not only meets but exceeds client expectations. Whether you require comprehensive data analysis, GUI development, or support with machine learning projects, I am here to tailor a solution to your unique needs. If you're in search of a skilled data scientist who seamlessly blends technical expertise with a commitment to excellence, I encourage you to reach out. Let's collaborate and transform your data challenges into opportunities for success. Thank you for considering my profile. I eagerly anticipate the prospect of working together.

I build machine learning and artificial intelligence systems for real environments and mvp's from computer vision and object detection to automation pipelines, AI agents, RAG systems, LLM fine-tuning, predictive modeling, and e2e, data driven applications. I’ve worked across: Real-time object detection, tracking, and counting Biometric verification systems and face recognition Anomaly detection in complex systems and time series analysis Surveillance AI and crowd analysis Modeling problems where standard approaches don’t hold I handle the full stack. Research, model development, deployment, Docker, REST APIs, cloud (AWS/GCP), edge AI, and scalable systems. What i want to accomplish is building something that actually solves your problem, If you have a challenging AI or ML problem, we can figure it out together.

Struggling with chatbots that hallucinate, latency that frustrates users, or models that never reach production? I build Retrieval-Augmented Generation (RAG) systems and LLM applications that return accurate, real-time answers engineered for speed, cost control, and measurable ROI. I 𝐋𝐎𝐕𝐄 design, build, and deploy end-to-end systems 𝐭𝐡𝐚𝐭 𝐚𝐜𝐭𝐮𝐚𝐥𝐥𝐲 𝐬𝐡𝐢𝐩. 🏅 𝟓+ 𝐲𝐞𝐚𝐫𝐬 delivering machine learning models and LLM systems in production ✅ 𝐄𝐱𝐩𝐞𝐫𝐭 𝐢𝐧 RAG pipelines, evaluation, and guardrails to cut hallucinations and risk 🌟 Deployed AI chatbot 𝐫𝐞𝐝𝐮𝐜𝐢𝐧𝐠 support workload by 40% and ticket resolution time by 58% 🏅 Cloud deployment: AWS, GCP, Azure with Docker, Kubernetes, CI/CD for real-time scale ✅ Clear communication that turns abstract requirements into shipped features and data-backed results 🌟 𝐋𝐨𝐧𝐠-𝐭𝐞𝐫𝐦 𝐜𝐨𝐥𝐥𝐚𝐛𝐨𝐫𝐚𝐭𝐢𝐨𝐧 with proactive monitoring, optimization, and iterative model adjustments ------------- 𝐀𝐛𝐨𝐮𝐭 𝐌𝐞: ------------- From classic machine learning to modern LLMs, 𝐦𝐲 𝐣𝐨𝐮𝐫𝐧𝐞𝐲 has been about outcomes. I started by 𝐛𝐮𝐢𝐥𝐝𝐢𝐧𝐠 Python pipelines and supervised models, moved into conversational AI, and now focus on RAG where integration with your data and systems matters most. Across 𝐡𝐞𝐚𝐥𝐭𝐡𝐜𝐚𝐫𝐞, 𝐥𝐞𝐠𝐚𝐥, 𝐞-𝐜𝐨𝐦𝐦𝐞𝐫𝐜𝐞, 𝐫𝐞𝐚𝐥 𝐞𝐬𝐭𝐚𝐭𝐞, 𝐚𝐧𝐝 𝐟𝐢𝐧𝐚𝐧𝐜𝐞, I’ve delivered agents and automation that reduce manual effort, accelerate decisions, and keep costs predictable. 𝐒𝐭𝐫𝐨𝐧𝐠 𝐞𝐧𝐠𝐢𝐧𝐞𝐞𝐫𝐢𝐧𝐠, 𝐬𝐭𝐫𝐨𝐧𝐠 𝐭𝐞𝐬𝐭𝐢𝐧𝐠, 𝐚𝐧𝐝 𝐬𝐭𝐫𝐨𝐧𝐠 𝐟𝐞𝐞𝐝𝐛𝐚𝐜𝐤 𝐥𝐨𝐨𝐩𝐬 𝐭𝐡𝐚𝐭’𝐬 𝐡𝐨𝐰 𝐰𝐞 𝐛𝐮𝐢𝐥𝐝 𝐬𝐲𝐬𝐭𝐞𝐦𝐬 𝐮𝐬𝐞𝐫𝐬 𝐭𝐫𝐮𝐬𝐭. ---------------------- 𝐒𝐞𝐫𝐯𝐢𝐜𝐞𝐬 𝐈 𝐎𝐟𝐟𝐞𝐫 ---------------------- ✔️ Retrieval-Augmented Generation (RAG) Pipelines Design, build, and tune RAG with vector embeddings and evaluation to maximize accuracy and accountability. ✔️ Chatbots & AI Agents Customer support, knowledge bases, and workflow automation agents with tool use, memory, and real-time context. ✔️ LLM Fine-Tuning & Evaluation Domain adaptation, prompt engineering, offline/online evals, and ablation studies for robust models. ✔️ AI Automation & Business Integration Python microservices, REST APIs, and event-driven agents that integrate with CRMs, ERPs, and data acquisition pipelines. ✔️ Real-Time System Deployment AWS/GCP/Azure, Docker, Kubernetes, CI/CD, low-latency model serving, autoscaling, and observability. ✔️ Ongoing Optimization & Support Monitoring, drift detection, parameter adjustments, and cost/performance optimization with clear reporting. ✔️ Advisory & Roadmapping Solution advisory, feasibility assessments, and MLOps readiness for forecasting, integration, and phased delivery. --------------------------------------------- 𝐓𝐨𝐨𝐥𝐬 & 𝐓𝐞𝐜𝐡𝐧𝐨𝐥𝐨𝐠𝐢𝐞𝐬 𝐈 𝐖𝐨𝐫𝐤 𝐖𝐢𝐭𝐡 --------------------------------------------- ✅ Programming & ML: Python, PyTorch, TensorFlow, scikit-learn ✅ LLM Frameworks: Hugging Face, OpenAI API, LangChain, LlamaIndex ✅ Vector Databases (RAG Stack): Pinecone, Weaviate, Milvus ✅ Infrastructure & MLOps: Docker, Kubernetes, Terraform, CI/CD, AWS, GCP, Azure, model monitoring tools ✅ Data & Automation: PostgreSQL, BigQuery, REST/GraphQL, Webhooks, workflow orchestration, data acquisition, third-party integration ---------------- 𝐒𝐨𝐜𝐢𝐚𝐥 𝐏𝐫𝐨𝐨𝐟 ---------------- • Built legal AI assistant with 95% retrieval accuracy and verifiable citations • Deployed healthcare intake agent with <1s median latency and 60% faster triage • Implemented RAG knowledge system processing 100k+ docs; reduced manual search by 70% 𝐈𝐟 𝐲𝐨𝐮’𝐫𝐞 𝐬𝐞𝐫𝐢𝐨𝐮𝐬 𝐚𝐛𝐨𝐮𝐭 𝐫𝐞𝐬𝐮𝐥𝐭𝐬, 𝐦𝐞𝐬𝐬𝐚𝐠𝐞 𝐦𝐞 𝐧𝐨𝐰. 𝐈 𝐜𝐚𝐧 𝐝𝐞𝐥𝐢𝐯𝐞𝐫 𝐚 𝐰𝐨𝐫𝐤𝐢𝐧𝐠 𝐩𝐢𝐥𝐨𝐭 𝐢𝐧 𝐝𝐚𝐲𝐬, 𝐭𝐡𝐞𝐧 𝐬𝐜𝐚𝐥𝐞 𝐭𝐡𝐞 𝐬𝐲𝐬𝐭𝐞𝐦 𝐟𝐨𝐫 𝐥𝐨𝐧𝐠-𝐭𝐞𝐫𝐦 𝐬𝐮𝐜𝐜𝐞𝐬𝐬 𝐰𝐢𝐭𝐡 𝐜𝐥𝐞𝐚𝐫 𝐦𝐢𝐥𝐞𝐬𝐭𝐨𝐧𝐞𝐬 𝐚𝐧𝐝 𝐭𝐫𝐚𝐧𝐬𝐩𝐚𝐫𝐞𝐧𝐭 𝐫𝐞𝐩𝐨𝐫𝐭𝐢𝐧𝐠. ✅ Relevant Skills & Keywords: machine learning, python, models, systems, engineer, automation, agent, developer, build, real-time, data, tools, strong, experience, Retrieval-Augmented Generation (RAG), chatbot development, AI agents, fine-tuning, model deployment, vector embeddings, prompt engineering, cloud AI, monitoring, advisory, integration, optimization, forecasting, evaluation, acquisition, adjustments, orchestration, guardrails, latency, cost control, security, compliance, SLA, natural language processing (NLP), large language models (LLMs), AI automation developer, knowledge base AI, conversational AI, enterprise AI systems, business process automation, deep learning, neural networks, supervised learning, unsupervised learning, reinforcement learning, data science, data engineering, predictive analytics, recommendation systems, semantic search, information retrieval, knowledge graphs, embeddings, tokenization, text classification, intent recognition, sentiment analysis, transformer models

🏆 Top 0.1% on Upwork | We’ve helped companies across industries (Law Firms, Agencies, Corporates, etc...) save hundreds of hours and over $100K+ per year with our custom AI solutions. Hi 👋- I’m Sage, founder of AI Saige..... We specialize in building all sorts of AI Solutions (Voice Agents, Chatbots, Automations, etc...) with the sole goal of helping companies streamline their processes, and make more money. If you’re looking to remove bottlenecks, scale client interactions, and turn your operations into a well-oiled, AI-powered machine — you’re in the right place. We don’t just integrate AI tools; we transform your business into an AI-powered organization. ⭐️⭐️⭐️⭐️⭐️“Working with Sage has been one of the best decisions I’ve made for my business.” - Tania B. (Kube Coworking) ------------------------------------------------------- At AI Saige, every project is custom-built around the client’s workflows — we don’t build templates, we build systems. Our automations integrate seamlessly with tools like Claude Code, Make, n8n, Zapier, Twilio, Retell, and more, connecting your CRM, calendar, voice, and messaging channels into one cohesive ecosystem. Examples of our Work • AI Outreach System (Real Estate Agency - Ascend Agency) → Engages leads through outbound calls and SMS using natural sales dialogue, objection handling, and qualification logic. → Fully integrated with CRM for automatic lead updates and appointment booking. → Result: Automated ≈ 90% of the outreach workflow and increased closing rate by ~25%. • AI Chatbot Assistant (Kube Coworking) → Handles customer inquiries across WhatsApp, Instagram, and Web chat. → Qualifies leads, adds them to Pipedrive, notifies the team, and supports live transfers. → Result: Automated 80% of intake and boosted booked trials & tours by 30%. • AI Backend Automation (Law Firm – Expungement System) → Built the backend for an AI SaaS that automates legal document processing end-to-end. → Uses Puppeteer to scrape and cross-reference court data, GPT-based AI to extract key details, and n8n on DigitalOcean to auto-fill legal forms. → Result: Processes 1,000+ requests per month, saving 2,500+ lawyer hours (~$125K–$375K/year) in admin work while remaining scalable for new regions and case types. Some of the Tools we Use: 🤖 Chatbots: Voiceflow · Botpress · n8n Chatbots 🎙️ Voice Agents: Retell · VAPI · Bland · LiveKit 🔄 Automations: Make · Zapier · n8n · Puppeteer 📞 VoIP & Communication: Twilio · Vonage · Google Voice 💬 Large Language Models (LLMs): GPT-5 · Claude 4.7 · Gemini · LLaMA 🗣️ Speech-to-Text (STT): Deepgram · OpenAI Whisper 🔊 Text-to-Speech (TTS): ElevenLabs · OpenAI · Cartesia 💻 Programming & Scripting: Python · JavaScript · JSON Clients love working with us! Here’s what one client said about us: ⭐️⭐️⭐️⭐️⭐️“Outstanding freelancer, would use again, and again and again!” - Kene O. ⭐️⭐️⭐️⭐️⭐️“Sage went above and beyond. He built, tested, and iterated on our AI caller/chatbot system.” - Ascend Agency Our mission is to help businesses strategically harness AI. To master it before it masters us. Every project, every consultation is designed to deliver measurable ROI from day one, by strategically harnessing the power of AI & Automation. If this sounds like something you’re interested in, shoot me a message. We offer free consultations as well. Thanks! Talk soon :)

With 5+ years of hands on experience, I design, build, and deploy end to end AI solutions from cutting edge Generative AI and LLM applications to advanced Computer Vision systems and full stack production platforms. I have successfully delivered 50+ AI projects, translating complex technology into measurable business outcomes. GENERATIVE AI & LLMs I build intelligent systems powered by GPT 4o, Claude, Gemini, LLaMA, Mistral, Cohere, IBM Watsonx, and Amazon Bedrock. My expertise covers: • Custom LLM application development: chatbots, AI assistants, code synthesis, content generation • RAG Pipelines: LangChain, LlamaIndex, Langfuse, ChromaDB, FAISS, Milvus, Weaviate, Pinecone • Agentic AI & Multi Agent Systems: AutoGen, CrewAI, LangGraph for autonomous task orchestration • Prompt Engineering & Fine Tuning: optimized prompts for structured output, task completion, and domain-specific performance • AI Automation & Workflow Integration: n8n, Make (Integromat), Zapier, UiPath for end to end business automation MACHINE LEARNING & DEEP LEARNING I architect and deliver full ML lifecycle solutions with a focus on performance and scalability: • Neural Networks: CNNs, RNNs, LSTMs, and Transformers (BERT, GPT, T5) • Frameworks: TensorFlow, PyTorch, Keras, JAX, Scikit learn, XGBoost, LightGBM • Model Optimization: transfer learning, data augmentation, hyperparameter tuning (Optuna, Katib) • MLOps & Deployment: Docker, Kubernetes, Jenkins, GitLab CI/CD, MLflow, Weights & Biases, DVC, Prometheus, Grafana COMPUTER VISION I deliver high performance, realtime vision systems for demanding applications: • Object detection & tracking: YOLOv8, OpenCV, MediaPipe • Facial recognition & analysis: DeepFace, Dlib, MTCNN • Action recognition: 3D CNNs, LSTMs • Advanced preprocessing: Albumentations, imgaug PREDICTIVE ANALYTICS & DATA VISUALIZATION • Time Series Forecasting: ARIMA, Prophet, LSTM models for demand and sales prediction • Dashboards: Power BI, Tableau, Plotly Dash interactive KPI and trend surfaces • Statistical Analysis: A/B testing, regression modeling, hypothesis testing FULL STACK AI DEVELOPMENT I build complete, production ready platforms with AI at their core: • Backend: FastAPI, Flask, Django, Node.js, Express.js secure RESTful APIs and AI inference endpoints • Frontend: React.js, Next.js, Vue.js, Tailwind CSS, responsive dashboards, chat UIs, and AI tools • Databases: PostgreSQL, MongoDB, Firebase, Redis • Cloud & DevOps: AWS, GCP, Azure, Docker, GitHub Actions, Kubernetes, serverless: 99.9%+ uptime KEY TECHNOLOGIES AT A GLANCE Python · FastAPI · Flask · Django · Node.js · TypeScript PyTorch · TensorFlow · Keras · JAX · XGBoost · LightGBM OpenAI API · Anthropic Claude · Google Gemini · Meta LLaMA · Mistral · Amazon Bedrock · IBM Watsonx LangChain · LlamaIndex · LangGraph · CrewAI · AutoGen · Langfuse ChromaDB · FAISS · Milvus · Weaviate · Pinecone · Elasticsearch OpenCV · YOLOv8 · MediaPipe · DeepFace · Dlib · Albumentations n8n · Make · Zapier · UiPath · Automation Anywhere AWS · GCP · Azure · Docker · Kubernetes · GitHub Actions · GitLab CI/CD Whether you need an LLM powered product, an agentic AI workflow, a real time computer vision system, or a scalable full-stack AI platform. I deliver high impact, production ready solutions end to end. Let's connect and build something remarkable.

I'm a lead Machine Learning Engineer with 8+ years of experience delivering AI/ML solutions from concept to large-scale, secure and scalable deployment. Experienced in full project lifecycle management and expert in Terraform, Docker, Jenkins and Kubernetes with a strong track record in building automated CI/CD pipelines, containerized microservices and cloud-native ML systems. Kaggle Grandmaster, published researcher and trusted expert in GenAI and LLMs. Technical Skills - Programming languages: Python, SQL, Shell Scripting, Java (intermediate), JavaScript (intermediate in Node.js, Next.js) - Frameworks and Libraries: PyTorch, TensorFlow, Transformers, LangChain, NLTK, OpenCV - GenAI and LLM Tools: Prompt Engineering, RAG, GGUF, MCP, Agentic AI, Quantization and Fine-tuning - DevOps and Cloud: Git, Docker, Jenkins, Kubernetes, Terraform, AWS, Azure, GCP, Kafka, Grafana, RESTful APIs, AWS CDK I bring solid, proven expertise backed by real world outcomes. I specialize in designing scalable, production ready pipelines using LLMs, RAG, semantic search, MCP servers, Multi-Agent system and cloud-based DevOps systems. I have delivered solutions that directly impacted business growth, performance and efficiency. What I bring to the table: - Real experience building production level AI systems , not just prototypes - Focus on business value, efficiency, scalability and impact - A grounded, no-fluff approach with clean code and solid delivery - Leadership of cross functional ML teams, client success stories and long term results Why Choose Me? - Passionate and always try robust stratgies - Hands on deployment experiance of AI pipelines - Proven business impact (revenue, performance, scalability) - Communication & team collaboration - Post project support and clean, documented code - Your data, models and ideas are treated with strict confidentiality