I am an AI & ML-focused Software Engineer with 5+ years of experience in Generative AI, Large-Scale Systems, and Full-Stack Engineering.
- Currently at TD Bank (Toronto, Canada) → building enterprise Generative AI solutions using React, FastAPI, LangChain, LangGraph, and Azure AI.
- Previously at HP → developed C++/CLI plugins, cloud-integrated scanning platforms, and high-performance multithreaded features.
💡 My expertise bridges AI research & systems engineering, with a focus on C++ & Go for distributed AI infra, Azure & Oracle Cloud, and end-to-end ML pipelines.
- 🚀 Built LLM-powered enterprise platforms with React, FastAPI, LangChain, LangGraph, and Azure AI.
- 📊 Created legal document intelligence system with 85%+ accuracy in policy deviation detection.
- 🔍 Engineered RAG-based conversational assistants with FAISS + LangChain → reducing lookup time from hours → minutes.
- ⚡ Developed custom MCP (Model Context Protocol) for long-context workflows & dynamic prompt routing.
- 🔄 Optimized LLM latency (30% faster) with caching, CoT prompting & context trimming.
- 📈 Delivered forecasting platforms replacing Excel with MongoDB + ML dashboards.
Tech: React, FastAPI, LangChain, LangGraph, Azure OpenAI, FAISS, MongoDB, Docker, GitHub Actions
- 🖨️ Developed C++/CLI plugins integrating HP Scanners with Google Drive, Dropbox, Box, SugarSync.
- ⚙️ Built multi-threaded compute workflows with OpenMP (20% performance gain).
- 🔒 Designed REST APIs for large-scale data migration (1M+ records).
- 🖼️ Implemented image-to-PDF & editing modules, boosting adoption of HP Scan tools.
- ✅ Automated testing with Jenkins + GoogleTest → 30% reduction in QA effort.
Tech: C++, C#, .NET, WPF, REST APIs, OpenMP, Jenkins, SQL
- Recipe Recommendation Bot (NLP + Deep Learning) – Grocery image → Recipe suggestion system using CNN + embeddings.
- Real Estate Image Similarity Search – TensorFlow-based system for apartment image matching.
✨ Fun Fact: I thrive at the intersection of AI & Systems Design, turning cutting-edge research into production-ready distributed AI infrastructure.
