Hello! Welcome to my page.
Fun fact: I have lived in 4 different countries in 3 different continents.
Projects
- AI-Enhanced Document Retrieval System
◦ Developed a RAG (Retrieval-augmented generation) system processing 100+ document embeddings in Pinecone,
reducing the query response time by 40%.
◦ Implemented context-aware LLM querying with 85% relevance accuracy for domain-specific information retrieval.
- Resume Parser
◦ Created a Python parsing tool that extracts 10+ key resume details with 80% precision using regex.
◦ Generated comprehensive PDF reports with extracted metadata, reducing manual review time by 75% for HR professionals.
- AI- Powered Chatbot
◦ Developed a web-based AI- driven chatbot application using the Llama-2 model from Meta served by Anyscale API, integrated within a Flask
web framework.
◦ The chatbot provides real-time responses to user queries, enhancing user engagement and offering immediate
information.
- JBOD Management System
◦ The project involves implementing a secure and efficient storage system for a cryptocurrency startup using 16 military-grade
hard disks configured as JBOD (Just a Bunch of Disks).
◦ The system includes mdadm with block caching using the least-recently used (LRU) algorithm to enhance performance, and adds networking support to connect to JBOD servers over the Internet, allowing
for on-the-fly switching between JBOD systems to avoid downtime.
- Hotel Reservation
◦ This project, developed as part of the CMPSC 431W course, aimed at creating a Hotel Management System.
◦ This web application, backed by a MySQL database, assists a small hotel in managing and running
its operations, providing travelers with a comfortable stay for their holidays or business trips.
- AI-Enhanced Document Retrieval System ◦ Developed a RAG (Retrieval-augmented generation) system processing 100+ document embeddings in Pinecone, reducing the query response time by 40%.
- Resume Parser ◦ Created a Python parsing tool that extracts 10+ key resume details with 80% precision using regex.
- AI- Powered Chatbot ◦ Developed a web-based AI- driven chatbot application using the Llama-2 model from Meta served by Anyscale API, integrated within a Flask web framework.
- JBOD Management System ◦ The project involves implementing a secure and efficient storage system for a cryptocurrency startup using 16 military-grade hard disks configured as JBOD (Just a Bunch of Disks).
- Hotel Reservation ◦ This project, developed as part of the CMPSC 431W course, aimed at creating a Hotel Management System.
◦ Implemented context-aware LLM querying with 85% relevance accuracy for domain-specific information retrieval.
◦ Generated comprehensive PDF reports with extracted metadata, reducing manual review time by 75% for HR professionals.
◦ The chatbot provides real-time responses to user queries, enhancing user engagement and offering immediate information.
◦ The system includes mdadm with block caching using the least-recently used (LRU) algorithm to enhance performance, and adds networking support to connect to JBOD servers over the Internet, allowing for on-the-fly switching between JBOD systems to avoid downtime.
◦ This web application, backed by a MySQL database, assists a small hotel in managing and running its operations, providing travelers with a comfortable stay for their holidays or business trips.