Akshaya Balaji
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Projects

A growing collection of projects.

Generative AI

Fully Local Retreival Augmented Generation (RAG) Knowledge Assistant

A CLI implementation of a fully local RAG enhanced knowledge assistant, built with Ollama running on Docker and Chroma DB vector store

Deep Learning

Multi-Class Chest X-Ray Disease Classification Using Transfer Learning

EfficientNet-based transfer learning model for multi-class classification, which shows improvement over baseline CNN model (Kaggle)

Software Engineering

Coding Challenges - Core tools and Systems implementations

A collection of my implementations for the Coding Challenges series by John Crickett, where I build real-world tools and systems such as Unix utilities with programming languages like Python

Machine Learning

Binary Classification - Diabetes Risk

Binary Classification - Diabetes Risk (Kaggle)

EDA and Clustering Analysis on Songs

EDA and Clustering for Songs Dataset (Kaggle)

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