All Projects
A complete collection of my work in AI, ML, and web development
LCEL Chatbot
Advanced AI chatbot using LangChain Expression Language with context-aware responses, memory retention, and real-time streaming.
BERT Visualization
Interactive tool visualizing BERT's attention patterns, token embeddings, and layer representations for NLP explainability.
Customer Churn Analysis
ML solution predicting churn probability — XGBoost, feature importance, and 89% accuracy with 0.92 AUC on validation data.
YouTube Summarizer
GenAI tool extracting and summarizing YouTube video transcripts — supports multiple languages and customizable summary lengths.
NLP Resume Parser
Automated resume data extraction using spaCy — skills, experience, education across PDF, DOCX for efficient recruitment workflows.
OpenAI Chatbot
Multi-turn conversational chatbot powered by OpenAI APIs with contextual awareness and natural language generation via Flask.
Ollama LLM Chatbot
Fully private local LLM chatbot using Ollama — zero external API calls, runs entirely on-device for maximum data privacy.
IMDB Sentiment Analysis
Sentiment analysis pipeline comparing SVM, Naive Bayes, and LSTM models on IMDB reviews with rich visualization output.