CodeSynth: AI Agent for Statistical Modeling
An AI-powered assistant that generates Python code for data analysis tasks using LangGraph and
Streamlit.
Tools: Python, LangGraph, Streamlit, OpenAI, Llama, Gemini
Recommendation System using DeepCoNN
A deep learning-based recommendation system using user reviews to predict ratings and rank relevant
products.
Tools: PyTorch, Python, Streamlit
ColdEmail Generator
A web application that generates and sends personalized cold emails to recruiters and managers
without opening
Gmail or Outlook. It customizes email content based on job descriptions by leveraging an AI agent
through API
calls.
Tools: React.js, API Integration, Fine-Tuning AI, Prompt Engineering
Autoencoder Analysis on Image Data
Explored feature extraction using autoencoders for image classification and reconstruction. Compared
standalone and composite models, with the composite model achieving superior performance.
Tools: Python, Scikit-learn, Autoencoders, Supervised Learning
The Delivery Cube
Designed and implemented a relational database system for a food and grocery delivery service. Built
10+
tables and applied DDL, DML, and DQL operations to manage customers, orders, deliveries, and
inventory
efficiently.
Tools: SQL
Measuring Financial Risk Using Extreme Value Theory
Analyzed financial market data using Gumbel and Pareto distributions to estimate Value-at-Risk (VaR)
and
Expected Shortfall (ES) at the 2% level.
Tools: Python, Extreme Value Theory, Financial Risk Metrics
