RAG
Python
DeveloperDocs AI Copilot
End-to-end RAG system to analyze and answer questions on developer documentation. Uses vector embeddings, semantic search, and LLM generation for accurate, context-aware answers.
Agents
Python
CrewAI Multi-Agent System
Experimenting with the CrewAI Agent Framework for multi-agent orchestration and autonomous task execution. Explores agent roles, task delegation, and collaborative AI workflows.
Agents
Python
OpenAI Agents SDK
Building intelligent agents using the OpenAI Agents SDK. Explores agent creation, tool integration, and autonomous task execution with OpenAI's latest agent framework.
LLM
Jupyter Notebook
LangChain Exploration
Exploring LangChain to create custom LLMs, deploy models, and integrate APIs. Covers prompt templates, chains, memory, agents, and tool usage within the LangChain ecosystem.
LLM
Python
Smart ATS Checker
ATS checker application for matching resumes against job descriptions. Uses Google's open-source LLM to analyze resume-JD fit, with a Streamlit frontend for interactive results.
LLM
Python
Blog Generation App
End-to-end blog generation using two approaches: AWS Bedrock LLM and Llama 2 from Hugging Face. Generates blogs based on topics and word count with configurable model outputs.
LLM
Python
Gemini LLM Chatbot
Multi-capability chatbot using Gemini LLM with Q&A, image analysis, text embedding, and conversational capabilities. Integrates Google's open-source models via API.
LLM
Python
Image Analysis with Gemini Vision
Image analysis application using Gemini Vision Pro LLM. Users upload images and ask questions, with the LLM providing detailed analysis and seamless interaction via Streamlit.
MLOps
Python
Student Performance Prediction
End-to-end ML system with data ingestion, transformation, and model training pipelines. Implements CI/CD with GitHub Actions, Docker containerization, AWS ECS deployment, and model monitoring.
NLP
Jupyter Notebook
Fine-tuning FLAN-T5 LLM
MS capstone project: Fine-tuned FLAN-T5 (10B parameters) on the Stanford Alpaca dataset. Compared full fine-tuning vs PEFT with LoRA, evaluating with ROUGE metrics against human baselines.
NLP
Python
Sentence Transformers Multi-Task Learning
Implementing sentence transformers with embeddings and multi-task learning. Explores SBERT models for semantic similarity, text classification, and embedding-based applications.
Frontend
TypeScript
Searchable User List (React + TypeScript)
React application with a searchable user list fetching data from an API. Demonstrates component architecture, TypeScript typing, state management, and real-time search filtering.