🏅 Top Rated AI/ML Expert on Upwork (Top 1%) 🏅 AI Product Engineer | LLM Applications | Generative AI | Agentic Workflows 🏅 10+ Years of Experience | Built Solutions for Startups, Enterprises & Global Clients 🏅 Experience Across Microsoft, Google, American Express & High-Growth Startups 🏅 Expert in Python, OpenAI, Claude, LangChain, LangGraph, AWS, SQL 🔹 LLM Applications & Generative AI Products I build end-to-end LLM-powered applications that solve real business problems—from idea to deployment. My work includes document intelligence systems, AI copilots, enterprise search, summarization engines, Q&A systems, and workflow automation platforms. Built solutions for: ✔ Due diligence copilot for investment workflows ✔ Legal AI research platforms ✔ Resume/CV parsing applications ✔ AI-powered document summarization systems ✔ Knowledge retrieval platforms using RAG 🔹 AI Agents & Workflow Automation I design intelligent AI agents that automate repetitive workflows and improve operational efficiency. Examples include: ✔ Multi-agent workflows ✔ AI automation using OpenAI, Claude, LangChain & LangFlow ✔ Process automation using n8n ✔ Document processing pipelines ✔ Internal business workflow automation 🔹 NLP & Custom Machine Learning Solutions Strong background in NLP and machine learning beyond LLMs, including: ✔ Named Entity Recognition ✔ Classification Models ✔ Clustering Models ✔ Recommendation Systems ✔ Text Processing Pipelines ✔ Custom ML model development 🔹 Predictive Analytics & Risk Modeling My foundation comes from years of building machine learning models for large enterprises including Google and American Express. Experience includes: ✔ Credit risk modeling ✔ Fraud analytics ✔ Customer segmentation ✔ Forecasting ✔ Marketing analytics ✔ Behavioral modeling 💼 Whether you're a startup building your first AI product or an enterprise looking to integrate Generative AI into existing workflows, I can help with: AI Strategy → Architecture → MVP Development → Deployment I combine deep analytical expertise with hands-on experience building real-world AI products that businesses actually use.

🎯 TOP RATED PLUS PROFESSIONAL 🌟 STAR PERFORMER 👨🏻‍💻 AWS CUSTOMER COUNCIL MEMBER + Coursera's Subject Matter Expert for AI 🏆 CERTIFIED CLOUD DEVELOPER & ARCHITECT 💼 xCoursera, xVisionet (AZURE Gold Partner), xMoonhub (AI LEAD), xNeighborhoods (Data Architect), xEstee Lauder, xTim Hortons 🚀 Elevate Your Business with Data-Driven Solutions from THE BEST! 🚀 Greetings! I am Ahmed Shahzad, a seasoned Data Science and Machine Learning professional with a proven track record of transforming raw data into actionable insights. With a background as a Principal Data Engineer, leading a team of MLOps at Systems Ltd., and extensive experience in both industry and research, I bring a wealth of expertise to help businesses harness the power of their data. 📊 Data Analysis Mastery: I specialize in understanding and optimizing data pipelines, utilizing BI tools such as PowerBI, Tableau, AWS QuickSight, Looker Studio, and Apache Superset. My proficiency in Python visualization libraries, including Matplotlib, Seaborn, and Pyplot, ensures visually compelling insights for effective decision-making. 🤖 Machine Learning Expertise: My industry-leading experience in Machine Learning encompasses various domains, from chatbot development to Optical Character Recognition (image to text), object detection, image segmentation, and more. I excel in Deep Learning techniques, including CNN, Auto-Encoders, GANs, LSTM, and others, delivering tailored solutions for forecasting, recommendation systems, emotion recognition, and document classification. 💻 Technological Mastery: I am well-versed in a plethora of data science technologies, including TensorFlow, ScikitLearn, NLTK, spaCy, OpenCV, Tesseract, and more. Cloud technologies are my forte, with hands-on experience in AWS (IAM, S3, EC2, RDS, Lambda, SageMaker, Textract, Rekognition), Azure (Azure Machine Learning, Synapse ML), and GCP (AI Platform, Big Query, Vision AI, Cloud Storage). 🌐 Why Work With Me? I am not just a freelancer; I am a data architect ready to turn your data challenges into opportunities for growth. Let's collaborate to unleash the potential of your data, drive informed decision-making, and propel your business to new heights. Explore the world of data with me – where insights meet innovation! Let's Connect and Transform Your Data Journey!

🎯 100% Refund If I Set the Wrong Expectations and Can’t Deliver. No Questions Asked. ⚙️ Need AI automations for lead generation, outbound sales, CRM workflows, appointment setting, customer support, email automation, and scalable business operations using n8n, Make, Claude, and Python? Consider it done! 🧠 I’ve built AI agents that not only perform tasks, but learn to improve themselves within your system turning AI automation into intelligent adaptation. ⚙️ Little bit more about me: I’m an AI Automation specialist & Data Analytics Engineer with over 10 years of experience in machine learning, Python,Django, FlaskAPI and workflow automation using tools like n8n, Zapier Claude and make. I specialize in building scalable, AI-driven solutions that solve real-world problems and turn data into actionable insights. From predictive analytics to real-time dashboards. I help organizations automate processes and rapidly build MVPs to scale. My goal is to empower businesses by providing intelligent, data-driven solutions that evolve with their needs. ✅ Proven track record with 150+ AI and automation projects, driving efficiency and growth ✅ Expert in AI, data analytics, and machine learning with 10+ years of experience in Python, Django ✅ Certified Zapier Expert, skilled in Make, n8n, and Airtable for seamless integrations ✅ Specializing in real-time data solutions and predictive models for faster decision-making ✅ Delivering high-impact solutions with clear communication and scalable results ✅ Focused on providing measurable ROI through custom automation and AI solutions If you are looking for a Top-rated professional, who is in the list of Top 3% of Upwork profiles and fast and efficient delivery, then I'm your man. What I Offer: N8N | Zapier | Make | Replit | Python | AI | Machine Learning | AI Automation | Predictive Modeling | TensorFlow | PyTorch | Time-Series Forecasting | Recommendation Engines | Deep Learning | Generative AI | LLM | Chatbots | RAG | MVP Prototyping | Streamlit | Dash | Tableau | Power BI | Data Visualization | KPI Tracking | Trend Analysis | Performance Monitoring | Data Engineering | ETL ELT Pipelines | Web Scraping | MongoDB | SQL | Redis | FastAPI | Cloud Services | AWS | Automation | Django | ROI Optimization | Product Validation | MVP 𝗪𝗵𝘆 𝗖𝗵𝗼𝗼𝘀𝗲 𝗠𝗲: - 10+ years of professional Python development - Fast communication & on-time delivery - Flexible, reliable, and high-quality solutions - Budget-friendly and negotiable pricing - 100% client satisfaction is always my priority - Available for one-time tasks or long-term collaborations

Expert-Vetted (Upwork Top 1%) | 100% Job Success | 300+ Projects Completed I help startups and businesses ship AI-powered products and automation systems: fast, clean, and production-ready. I'm an AI Product Builder and Automation Engineer specializing in MVPs, internal tools, and complex workflow automation. My work sits at the intersection of serious engineering and modern AI tooling: the goal is always a working, scalable product, not just a demo. 🚀 What I Build Whether you need a validated MVP, a multi-step automation replacing hours of manual work, or an AI integration inside an existing product, I cover the full stack: • AI-Powered MVPs: production-ready applications in 2-4 weeks using Lovable, Cursor, Claude Code. • Workflow Automation: n8n, Make, Zapier; complex multi-step, multi-app pipelines • AI Integration: OpenAI, Claude, RAG systems, AI agents, chatbots • Full-Stack Development: React, Next.js, Supabase, Tailwind, ShadCN • Business Tools: CRMs, dashboards, internal ops systems, automated reporting ⚡ Proof It Works ✓ Built a complete real estate CRM in under 2 weeks (saved 6 weeks vs. traditional development) ✓ Designed a multi-agent AI system that saves a client 3-4 hours every single day ✓ Developed a RAG chatbot with semantic database search from scratch ✓ Shipped a full point-of-sale system with inventory management in 5 days ✓ Majority of clients return for additional projects or stay on long-term retainers 🎯 Who I Work With I'm a great fit if you're a: • Startup that needs to validate an idea before committing to a full build • Business drowning in manual processes that should be automated • Team that's been burned by slow, expensive development and needs a different approach • Agency that wants a reliable technical partner for client projects I move fast, communicate clearly, and don't over-engineer. Most clients know within the first conversation whether we're a fit - let's have that conversation.

💡 Hey there, Machine Learning Engineer with over 4 years of hands-on experience building intelligent systems, scalable backend architectures, and production-ready ML/NLP solutions. My work spans deep learning, LLM integration, data pipelines, and end-to-end application development across highly specialized domains. Why Work With Me? Expert in Computer Vision & AI Engineering – OpenCV, YOLO, Tesseract, CRAFT Strong Data Science Background – Statistical analysis, hypothesis testing, data modeling Proficient in Machine Learning & Deep Learning – TensorFlow, PyTorch, Hugging Face Cloud & DevOps Skills – AWS EC2, AWS S3, Docker-based Experienced in NLP – BERT, spaCy, NLTK, embedding extraction 🔧 Technical Expertise: ✅ Programming Languages: Python, JavaScript ✅ Data Processing: NumPy, Pandas, SciPy, Scikit-learn ✅ Data Visualization: Seaborn, Matplotlib, Plotly ✅ Machine Learning & AI: TensorFlow, PyTorch, Transformers, Keras ✅ Computer Vision: OpenCV, YOLO, Tesseract, CRAFT, Pillow ✅ Backend: Node.js, Express, REST API ✅ Database: MongoDB, MySQL, PostgreSQL 🔷 Let’s collaborate to turn your ideas into reality! 🤝 If you're looking for a reliable, skilled developer who delivers top-quality work at a fair price, please don't hesitate to contact me.

I build AI powered software systems, backend infrastructure and intelligent applications that operate reliably at production scale. My expertise lies at the intersection of AI Engineering, Backend Development, Distributed Systems and Workflow Automation. I specialize in designing and implementing the infrastructure that enables AI products to function in real world business environments. Rather than building isolated AI demos, I develop complete systems that combine LLMs, APIs, databases, vector search, workflow orchestration and cloud infrastructure into scalable applications. Core Areas of Expertise ✅ AI Engineering & LLM Applications • OpenAI, Claude, Gemini, Llama, Mistral • AI Agents & Multi-Agent Systems • LangChain, LangGraph, CrewAI, AutoGen • Prompt Engineering • Function Calling & Tool Use • Structured Outputs • AI Workflow Orchestration ✅ Retrieval Augmented Generation (RAG) • Knowledge Base Architecture • Semantic Search Systems • Vector Databases • Embedding Pipelines • Document Processing • Hybrid Search • Context Retrieval Optimization ✅ Backend Engineering • Python • FastAPI • REST APIs • Webhooks • Authentication & Authorization • Microservices Architecture • Background Processing • Event-Driven Systems • API Gateway Integrations ✅ Database & Data Infrastructure • PostgreSQL • Supabase • pgvector • Pinecone • Qdrant • Data Modeling • Query Optimization • Data Pipelines • ETL Workflows ✅ AI Infrastructure & Automation • n8n • Workflow Orchestration • CRM Integrations • Event Processing • Queue-Based Systems • Business Process Automation • Observability & Monitoring Recent systems I have developed include: • Enterprise RAG platforms with semantic search and vector retrieval • AI-powered knowledge assistants connected to internal company documentation • AI voice receptionists handling inbound customer conversations • Multi-channel AI agents for WhatsApp, Instagram, and web platforms • Automated analytics and reporting infrastructures • CRM-integrated onboarding and communication systems • AI-driven social engagement and moderation platforms • Internal operations dashboards and workflow management systems • Automated document processing and embedding pipelines • Large-scale business automation ecosystems using n8n and custom APIs Technology Stack Python • FastAPI • PostgreSQL • Supabase • OpenAI • Claude • LangChain • LangGraph • AutoGen • CrewAI • n8n • React • TypeScript • Docker • Webhooks • REST APIs • Vector Databases • pgvector • Pinecone • Qdrant • Git • Cloud Infrastructure If you're looking for someone who can architect and build the backend systems, AI infrastructure, APIs, retrieval pipelines, and intelligent workflows that power modern AI products, I can help take your idea from concept to production.

Hi, I’m a dedicated full-stack developer and AI specialist with extensive experience in building scalable, high performance web applications and intelligent solutions. I leverage cutting-edge technologies like Python, Django, FastApi, React, and AI / ML frameworks to deliver results that drive business growth. Whether you need a custom website, AI powered automation, or data driven insights, I’m here to turn your ideas into reality with clean code and industry best practices. My Services ☑️ Custom Web Development: Build modern, responsive websites and applications using Python (Django, FastAPI, Flask), JavaScript/TypeScript (Node.js, Express.js), React.js, Next.js, and Vue.js. ☑️ AI & Machine Learning: Integrate intelligent features like AI chatbots, voice agents, recommendation systems, and predictive analytics with OpenAI, Claude, TensorFlow, PyTorch, and Langchain. ☑️ Web Scraping & Data Extraction: Ethically gather actionable data using Scrapy, BeautifulSoup, Playwright, and Selenium for business intelligence. ☑️ Full-Stack Development: Create end-to-end solutions with intuitive front-ends (React, MaterialUI, Bootstrap) and optimized back-ends (Django, Node.js) connected to PostgreSQL, MySQL, MongoDB, or SQLite. ☑️ DevOps & Cloud: Deploy scalable applications on AWS, Google Cloud, Heroku, or Digital Ocean using Docker and CI/CD pipelines. ☑️ Third-Party Integrations: Seamlessly connect your app with Stripe, PayPal, Twilio, Google Suite, Meta APIs, Zoom, Slack, and more. What I Offer: 💻 Back-End - Python: Django, Django Rest Framework, Flask, FastAPI - JavaScript/TypeScript: Node.js, Express.js - Tools: WebSockets, Webhooks, REST APIs, Docker, CI/CD 🌐 Front-End - Frameworks: React.js, Next.js, Vue.js, Redux - Styling: HTML, CSS, Bootstrap, MaterialUI, NextUI - Scripting: JavaScript, jQuery 🤖 AI & Machine Learning - AI Tools: OpenAI, ChatGPT, Claude, Pinecone, Redis, Langchain, Twilio - Frameworks: TensorFlow, PyTorch, Keras, Scikit-learn, OpenCV - NLP: NLTK, spaCy - Data Tools: Pandas, NumPy, Matplotlib, Seaborn - Focus Areas: Machine Learning, Deep Learning, Predictive Models 🗄️ Databases - PostgreSQL, MySQL, SQL Server, MongoDB, SQLite ☁️ DevOps & Cloud - AWS (EC2, S3, RDS, CloudFront), Google Cloud Platform, Heroku, Digital Ocean 🔗 Third-Party Integrations - LLMs: OpenAI, ChatGPT, Claude, Gemini - Payments: Stripe, PayPal, Square - Communication: Twilio, Zoom, Slack - Social Media: Meta (Facebook, Messenger, WhatsApp, Instagram), Twitter API, Reddit - Productivity: Google Suite, Asana 🛠️ Collaboration Tools - Version Control: Git (GitHub, GitLab) - Project Management: Jira, Asana, Trello Why Me? ☑️ End-to-End Solutions: From pixel-perfect front-ends to robust back-ends and AI integrations, I deliver seamless, scalable applications. ☑️ AI & ML Expertise: Power your projects with smart features like chatbots, predictive models, and automation using OpenAI, TensorFlow, and Langchain. ☑️ Client-Centric Approach: Clear communication, on-time delivery, and tailored solutions to meet your unique needs. ☑️ Proven Skills: Expertise in Python, JavaScript, React, FastAPI, AWS, and more, backed by a strong portfolio. Let’s Build Something Amazing! I’m passionate about delivering high-quality, innovative solutions that exceed expectations. Ready to elevate your project? Message me today to discuss your needs, and let’s create something extraordinary together!

I bring over 10 years of Unity development expertise, specializing in game development, game design, multiplayer MMO & Battle Royale, AI automation and integration, UI/UX design, third-party integrations, and performance optimization. I’ve delivered a wide range of projects, from mobile to console games, ensuring platform adaptability, high performance, and seamless integration. My focus is on creating efficient, engaging games tailored to client needs.

I help startups and businesses build 𝐒𝐚𝐚𝐒 𝐌𝐕𝐏𝐬 and 𝐀𝐈 𝐌𝐕𝐏𝐬 that turn ideas into scalable, production-ready products. With 6+ years of backend development experience and 13+ successful projects delivered on Upwork, I specialize in developing AI-powered SaaS applications using Python, FastAPI, OpenAI, LangChain, vector databases, and modern cloud infrastructure. Whether you're validating a new startup, launching the first version of your SaaS product, or integrating AI into an existing platform, I build reliable applications that are designed for rapid iteration, long-term scalability, and real business impact. 𝐈 𝐝𝐨𝐧'𝐭 𝐣𝐮𝐬𝐭 𝐛𝐮𝐢𝐥𝐝 𝐬𝐨𝐟𝐭𝐰𝐚𝐫𝐞 : I help founders ship faster, validate product ideas, and create technical foundations that support future growth. ### What I can help you build: ✔ 𝐒𝐚𝐚𝐒 𝐌𝐕𝐏 𝐃𝐞𝐯𝐞𝐥𝐨𝐩𝐦𝐞𝐧𝐭 End-to-end SaaS MVP development for startups, including authentication, multi-tenancy, dashboards, admin panels, user management, subscription billing, payment integrations, REST APIs, cloud deployment, and scalable backend architecture. ✔ 𝐀𝐈 𝐌𝐕𝐏 𝐃𝐞𝐯𝐞𝐥𝐨𝐩𝐦𝐞𝐧𝐭 Rapid development of AI MVPs using OpenAI, Claude, Gemini, and modern LLM frameworks. Whether you're building an AI startup or adding intelligent features to your product, I can help you launch quickly without compromising scalability. ✔ 𝐀𝐈 𝐀𝐠𝐞𝐧𝐭𝐬 & 𝐀𝐠𝐞𝐧𝐭𝐢𝐜 𝐖𝐨𝐫𝐤𝐟𝐥𝐨𝐰𝐬 Autonomous AI agents, multi-agent systems, tool-calling workflows, AI automation pipelines, reasoning agents, API-connected agents, human-in-the-loop systems, and business process automation. ✔ 𝐑𝐀𝐆 𝐀𝐩𝐩𝐥𝐢𝐜𝐚𝐭𝐢𝐨𝐧𝐬 & 𝐊𝐧𝐨𝐰𝐥𝐞𝐝𝐠𝐞 𝐀𝐈 Retrieval-Augmented Generation (RAG) systems, document intelligence platforms, PDF chat applications, semantic search, embeddings, vector databases, internal knowledge assistants, enterprise search, and AI-powered knowledge management systems. ✔ 𝐎𝐩𝐞𝐧𝐀𝐈 & 𝐋𝐋𝐌 𝐀𝐩𝐩𝐥𝐢𝐜𝐚𝐭𝐢𝐨𝐧𝐬 Custom GPT applications, AI copilots, conversational AI systems, OpenAI API integrations, Claude and Gemini integrations, prompt engineering, structured outputs, Responses API, Agents SDK, and production-grade LLM workflows. ✔ 𝐀𝐈 𝐒𝐚𝐚𝐒 & 𝐁𝐚𝐜𝐤𝐞𝐧𝐝 𝐃𝐞𝐯𝐞𝐥𝐨𝐩𝐦𝐞𝐧𝐭 Scalable backend systems using Python, FastAPI, Django, PostgreSQL, Redis, Celery, REST APIs, WebSockets, Docker, AWS, Azure, and Supabase for AI SaaS products and startup MVPs. ✔ 𝐀𝐈 𝐀𝐮𝐭𝐨𝐦𝐚𝐭𝐢𝐨𝐧 𝐟𝐨𝐫 𝐁𝐮𝐬𝐢𝐧𝐞𝐬𝐬𝐞𝐬 AI-powered workflow automation for customer support, lead qualification, CRM automation, document processing, reporting, internal productivity tools, and operational workflows. 𝐑𝐞𝐜𝐞𝐧𝐭 𝐒𝐚𝐚𝐒 𝐌𝐕𝐏 & 𝐀𝐈 𝐌𝐕𝐏 𝐏𝐫𝐨𝐣𝐞𝐜𝐭𝐬 • AI-powered Commerce Intelligence SaaS Platform for ecommerce brands • AI-Powered Property Management Platform • AI Tax Assistant with document-aware responses • AI-powered Learning Management System (LMS) • Multi-Agent Decision Support Platform using LLM orchestration 𝐓𝐞𝐜𝐡 𝐒𝐭𝐚𝐜𝐤 OpenAI GPT • Claude • Gemini • LangChain • LlamaIndex • FastAPI • Django • Python • Pinecone • Weaviate • Qdrant • PostgreSQL • Redis • Docker • AWS • Azure • Supabase 𝐖𝐡𝐲 𝐜𝐥𝐢𝐞𝐧𝐭𝐬 𝐰𝐨𝐫𝐤 𝐰𝐢𝐭𝐡 𝐦𝐞 ✔ Startup-focused MVP development approach ✔ Production-ready backend architecture ✔ Strong AI and LLM engineering expertise ✔ Clean, scalable, and maintainable code ✔ Fast communication and reliable delivery ✔ Long-term technical partnership beyond MVP launch ⭐ 𝐂𝐥𝐢𝐞𝐧𝐭 𝐅𝐞𝐞𝐝𝐛𝐚𝐜𝐤 *"Great work and pleasant collaboration! I highly recommend Jahanzeb."* If you're looking for a developer to build your SaaS MVP, AI MVP, AI agent platform, RAG application, or production-ready AI SaaS product, let's discuss how we can turn your idea into a scalable solution that delivers value from day one.

I have spent 4+ years at the intersection of data, AI, and the question nobody wants to ask “does it actually deliver results?” From forecasting systems to LLM pipelines and autonomous multi-agent systems built for real world problems where off-the-shelf solutions fail. The tools change with every project. The bar doesn't. Here is an overview of my Stack 𝗠𝗟 𝗙𝗿𝗮𝗺𝗲𝘄𝗼𝗿𝗸𝘀: PyTorch, TensorFlow, Scikit-learn, XGBoost, LightGBM, CatBoost, statsmodels 𝗟𝗟𝗠𝘀 & 𝗡𝗟𝗣: Open AI, Claude, Gemini, Grok, LLaMA, Mistral, DeepSeek, BERT, BART, SetFit, HuggingFace 𝗔𝗴𝗲𝗻𝘁𝗶𝗰 & 𝗔𝘂𝘁𝗼𝗺𝗮𝘁𝗶𝗼𝗻: LangChain, LangGraph, RAG Pipelines, n8n, Make, OpenAI API, Anthropic API, Lovable, OpenClaw 𝗩𝗲𝗰𝘁𝗼𝗿 & 𝗦𝗲𝗮𝗿𝗰𝗵: Pinecone, FAISS, ChromaDB, SentenceTransformers, Embeddings 𝗗𝗮𝘁𝗮 𝗘𝗻𝗴𝗶𝗻𝗲𝗲𝗿𝗶𝗻𝗴: pandas, NumPy, Parquet, Airflow, dbt, ETL Pipelines 𝗔𝗣𝗜𝘀 & 𝗦𝗰𝗿𝗮𝗽𝗶𝗻𝗴: FastAPI, Flask, WebSocket, PRAW, BeautifulSoup, Selenium 𝗩𝗶𝘀𝘂𝗮𝗹𝗶𝘇𝗮𝘁𝗶𝗼𝗻: Matplotlib, Seaborn, Plotly, Tableau, PowerBI, SHAP 𝗖𝗹𝗼𝘂𝗱 & 𝗜𝗻𝗳𝗿𝗮: AWS EC2, SageMaker, AWS Bedrock, Firebase, Docker, VPS 𝗙𝗿𝗼𝗻𝘁𝗲𝗻𝗱 & 𝗔𝗽𝗽𝘀: React, Next.js, Streamlit, Gradio, Lovable 𝗜𝗻𝘁𝗲𝗴𝗿𝗮𝘁𝗶𝗼𝗻𝘀: Gmail API, Google Calendar API, WhatsApp API, Stripe, PayPal, Odoo You can get a feel for the work pretty quickly. Here's a slice. → 𝗔𝗜 𝗔𝘂𝘁𝗼𝗺𝗮𝘁𝗶𝗼𝗻 & 𝗔𝗴𝗲𝗻𝘁𝗶𝗰 𝗦𝘆𝘀𝘁𝗲𝗺𝘀 • Built a 𝒇𝒖𝒍𝒍-𝒄𝒚𝒄𝒍𝒆 𝑨𝑰 𝒉𝒊𝒓𝒊𝒏𝒈 𝒑𝒊𝒑𝒆𝒍𝒊𝒏𝒆 using n8n to orchestrate OpenAI-powered resume parsing with Gmail, Google Sheets, and Calendar APIs reducing 𝐻𝑅 𝑚𝑎𝑛𝑢𝑎𝑙 𝑤𝑜𝑟𝑘𝑙𝑜𝑎𝑑 𝑏𝑦 80% with centralized candidate tracking and automated scheduling. • Developed 𝒂 𝒓𝒆𝒂𝒍-𝒕𝒊𝒎𝒆 𝑨𝑰 𝒗𝒐𝒊𝒄𝒆 𝒂𝒈𝒆𝒏𝒕 supporting voice-to-voice, speech-to-text and text-to-text conversations via FastAPI and WebSocket with ultra low latency using GPT for dialogue management. • Built an 𝑨𝑰 𝒑𝒐𝒘𝒆𝒓𝒆𝒅 𝒕𝒆𝒍𝒆𝒎𝒆𝒅𝒊𝒄𝒊𝒏𝒆 𝒑𝒍𝒂𝒕𝒇𝒐𝒓𝒎 on Next.js and Firebase with role-based AI prompts, automated symptom collection and 𝑟𝑒𝑎𝑙 𝑡𝑖𝑚𝑒 𝑐𝑙𝑖𝑛𝑖𝑐𝑎𝑙 𝑖𝑛𝑠𝑖𝑔ℎ𝑡𝑠 for patient doctor interaction. → 𝗙𝗼𝗿𝗲𝗰𝗮𝘀𝘁𝗶𝗻𝗴 & 𝗣𝗿𝗲𝗱𝗶𝗰𝘁𝗶𝘃𝗲 𝗠𝗼𝗱𝗲𝗹𝗶𝗻𝗴 From pharmaceutical supply chains to crypto markets, I build forecasting systems that drive real inventory, budget and trading decisions. • Built a 3𝑴+ 𝒓𝒆𝒄𝒐𝒓𝒅 𝒑𝒉𝒂𝒓𝒎𝒂 𝒇𝒐𝒓𝒆𝒄𝒂𝒔𝒕𝒊𝒏𝒈 𝒔𝒚𝒔𝒕𝒆𝒎 pipeline: XGBoost R²=0.90, 20% accuracy gain, 17-chart EDA uncovering SKU concentration risk and billing-cycle demand patterns • 𝑪𝒓𝒄𝒓𝒚𝒑𝒕𝒐 𝒇𝒐𝒓𝒆𝒄𝒂𝒔𝒕𝒊𝒏𝒈 𝒎𝒐𝒅𝒆𝒍𝒔 using ARIMA + Reddit sentiment (PRAW + SetFit) → BUY/SELL/HOLD signals for BTC, ETH, SOL, DOGE • 𝑫𝒆𝒎𝒂𝒏𝒅 𝒇𝒐𝒓𝒆𝒄𝒂𝒔𝒕𝒊𝒏𝒈 𝒑𝒊𝒑𝒆𝒍𝒊𝒏𝒆 (LR, XGBoost, RF, LSTM) achieving R²~0.99 used car price prediction deployed via Flask → 𝗠𝗮𝗰𝗵𝗶𝗻𝗲 𝗟𝗲𝗮𝗿𝗻𝗶𝗻𝗴 & 𝗦𝘁𝗮𝘁𝗶𝘀𝘁𝗶𝗰𝗮𝗹 𝗠𝗼𝗱𝗲𝗹𝗶𝗻𝗴 I build classification, regression, and validation systems with rigorous evaluation not just accuracy scores but defensible, 𝒑𝒓𝒐𝒅𝒖𝒄𝒕𝒊𝒐𝒏-𝒓𝒆𝒂𝒅𝒚 𝒎𝒐𝒅𝒆𝒍𝒔. • SVM, Gradient Boosting, MLP, XGBoost, Logistic Regression always with GridSearch and KFold CV for hyperparameter integrity • Diabetes detection: 86% accuracy on 3-class imbalanced clinical dataset with feature engineering and undersampling experiments → 𝗡𝗟𝗣 & 𝗟𝗟𝗠-𝗣𝗼𝘄𝗲𝗿𝗲𝗱 𝗗𝗮𝘁𝗮 𝗦𝗰𝗶𝗲𝗻𝗰𝗲 I combine classical text modeling with modern LLMs to extract structured insight from unstructured data at scale. • Claude 3.5 Sonnet (AWS Bedrock) + BART MNLI + SentenceTransformer pipeline quantifying open ended survey sentiment for fragrance product strategy • Real-time Reddit 𝒔𝒆𝒏𝒕𝒊𝒎𝒆𝒏𝒕 𝒅𝒂𝒔𝒉𝒃𝒐𝒂𝒓𝒅 for ASTS ticker upvote-weighted transformer scoring with daily trend visualization • 𝑻𝒆𝒙𝒕 𝑪𝒍𝒂𝒔𝒔𝒊𝒇𝒊𝒆𝒓 across disaster tweets (TFIDF, 80%), IMDB reviews (LSTM, 86%) and news categorization (CNN + GloVe, 75%) • GPT-4o, Claude, LLaMA, Grok and Mistral used as deliberate data enrichment and annotation tools inside ML pipelines I work with startups building their first AI product, enterprises with complex data problems, and individuals with unique challenges nobody else wants to touch. If the problem is hard and the data is messy that's exactly where I do my best work. Send me a message and let's figure out if I'm the right fit. I will tell you within 24 hours whether I can help and how.