Professional Overview
10+ years full-stack engineering, 7+ years deep in Gen AI - GPT-4o, Claude, Gemini, AWS Bedrock. Built RAG pipelines, Agentic workflows & LLM products across healthcare, finance & real estate. Stack: Python, FastAPI, .NET, React, LangChain, LangGraph, Qdrant. Architecture to production - I own it all.
Areas of Expertise
AI & Machine Learning Engineers
Design, train, and ship production ML models — from data pipelines to model inference at scale. Covers supervised learning, neural networks, LLM integration, and model optimisation.
NLP & Prompt Engineering
Build natural language processing systems, fine-tune large language models, and craft reliable production prompts for AI-powered products.
data science & analytics
Extract business insights from raw data using statistical modelling, predictive analytics, A/B testing, and interactive dashboards.
MLOps & AI Infrastructure
Architect scalable ML infrastructure — CI/CD for ML, model versioning, experiment tracking, monitoring, and cloud deployment on AWS, GCP, or Azure.
