Projects
A selection of projects that demonstrate my skills in data analysis, machine learning, and automation.
Large Dataset EDA Automation
Architected a Python automation framework to analyze multi-million-row datasets, cutting EDA time from 3+ hours to under 2 minutes.
Mental Health Support Bot (Pilot)
Designed a Python chatbot for anonymous mental health support, using NLTK and RegEx for intent detection and a safety-first architecture.
Fake News Detection
Advanced system to classify news using a fine-tuned DeBERTa model, enhanced with GPT-4 verification and a RAG fallback using live Google Search.
Stock Price Prediction Agent
A Streamlit web app using a Random Forest model to predict the next day's stock price direction, trained on 10 years of data.
Cyber Security Education Portal
A web-based cybersecurity education platform built with Django, featuring role-based access for admins, contributors, and users.
IMDb Data Analysis
Analyzed movie data using Python for cleaning, EDA, and ML modeling. Developed interactive Tableau dashboards for visual storytelling.
A/B Test with Logistic Regression
Performed statistical A/B testing with Statsmodels to assess a new webpage design's impact on conversion rates.