Portfolio Details

Portfolio Image
GenAI LLMs RAG FastAPI SQLAlchemy PostgreSQL/MSSQL/Mysql
GenAI Development
July 2024
Global Sumi Technologies Inc

Sumi Sense Multi Purpose Chatbot App

I specialize in building Generative AI solutions that blend intelligent automation with practical real-world impact. I focus on creating scalable, high-quality systems powered by LLMs, RAG, and advanced retrieval techniques

Designed and deployed advanced AI systems using Azure OpenAI, LangChain, FAISS, and FastAPI, delivering high-performance RAG pipelines and scalable cloud-ready APIs. Built AI chat systems that improved response time by 35% and enhanced retrieval accuracy by 40%, while integrating a natural-language SQL chatbot that reduced manual database queries by 60%. Additionally, deployed Docker-based FastAPI services to ensure reliable, scalable performance in production environments.

With a passion for solving difficult technical problems, I work on optimizing RAG pipelines, improving LLM performance, and enhancing data workflows—turning challenges into intelligent, scalable AI solutions.

My solution approach centers on building strong architectures, optimizing performance, and delivering clean, maintainable systems that support long-term growth.

Key Features

  • Real-time AI-Driven Insights
  • GenAI-Enhanced Data Extraction & Export
  • Secure Authentication
  • Adaptive Dashboards
  • Cloud-Integrated Access Control
  • Multi-device Support