Featured Projects
Fraud Detection AI Model
Built a supervised machine learning model to detect insurance fraud using real-world data. Applied EDA, oversampling, feature engineering, and logistic regression.
View on GitHub
Fake News Detection using Word2Vec
Built a semantic classification model to detect fake news using Word2Vec embeddings and supervised machine learning. Pre-processed text data, trained classifiers, and evaluated accuracy and precision.
View on GitHub
Lead Scoring Case Study
A detailed analytics project to predict lead conversion using logistic regression. Applied feature engineering, statistical tests, and model interpretation to improve marketing outcomes and reduce sales effort.
View on GitHub
Telecom Churn Case Study
Analysed telecom user data to identify churn patterns. Developed a logistic regression model and derived insights to retain high-value customers, reduce churn rate, and support data-driven retention strategies.
View on GitHub
Hangman (CBI and GUI)
A classic word guessing game built using pure Python. Features word selection, input validation, and ASCII-based hangman art. Designed for command-line play and logical skill-building.
View on GitHub
Top LLM Trends in India - 2025
A comprehensive analysis of the latest trends and innovation in Large Language Models across India in 2025.
View Report
Impact of ChatGPT in Indian Job Market
Analysed how generative AI tools like ChatGPT are disrupting traditional roles while creating new ones in India’s evolving job landscape.
View Report
RAG on Legal Documents
Built a Retrieval-Augmented Generation (RAG) pipeline to answer queries over legal documents using OpenAI, LangChain, and FAISS. Enables accurate, source-grounded responses from legal text files.
View on GitHub
Sentiment-based Product Recommendation System
Item-based collaborative filtering augmented by sentiment analysis. Flask API + model artifacts + notebooks to reproduce recommendations and serve via REST.
AI Chatbot
A personality-based GPT chatbot designed to reflect my thoughts, language, and personality. In progress — will be hosted at rahulprakash.co.in/rahul-ai once completed.
Coming Soon