Data Analysis & Machine Learning

Loan Grade Prediction
Loan Grade Prediction

A model that predicts the loan grade of loanees from Lending Club.

Data Scientist
ML Engineer
Jupyter
pandas
scikit-learn

Employee Salaries Analysis
Employee Salaries Analysis

A simple data analysis of a public employee salaries dataset. Analysis was done to uncover insights such as the salary distribution across departments.

Data Analyst
Microsoft Power BI
SQL

RAG Chatbot
RAG Chatbot

A Q&A chatbot that uses RAG to retrieve information from Wikipedia and answer the users questions by passing an augmented prompt to an LLM.

ML Engineer
LangChain
Python

Land Cover Classification
Land Cover Classification

Deep learning models for semantic and instance segmentation of satellite images for land cover classification.

ML Engineer
OpenCV
Python
PyTorch