Hi, I'm Advaith Malka

I'm a junior at Virginia Tech pursuing a BS in Computer Science focusing on machine learning and data science. Welcome to my personal website, where you can explore my work and learn more about what I do.

Projects

StructAI

Fine-tuned version of Meta LLaMA that can generate real-time visualizations of data structures.

5/17/25

NC Ratio Calculator

ML model that calculates the Nucleus-Cytoplasm ratio of a cell image.

4/1/25

BioSegment

Utilizes Computer Vision to segment Mitochondira and Cristae from EM images.

3/28/25

Squat Form Analyzer

Uses openCV + Mediapipe to analyze the depth of your squat.

7/29/24

Cop Classifier

Classifies cars as police vehicles or regular traffic. Can be used in traffic signals to detect cop cars.

7/16/24

MediCord

An app that transcribes and summarizes audio files quickly and efficiently for patient use after doctor visits.

4/11/21

SuperChat

A realtime chat app built for the future.

12/19/20

JobRecover

A web app made for HackTJ 7.5 and designed to connect employers to the unemployed, during difficult times. Thanks to Sritan and Nithil for making this project possible.

12/13/20

DevMedia

A social media app built for developers, by developers.

11/19/20

Chess AI

Play chess against an AI right in your browser!

10/7/20

Who am I?

Hi! I’m Advaith Malka, an upcoming Software Engineer with a strong foundation in various programming languages. Currently, I’m pursuing a Computer Science degree at Virginia Tech. When I’m not coding, you can find me on the court playing basketball, pickleball, or tennis.

Experience

Undergraduate Researcher

ROLE Lab - Virginia Tech

August 2025 - Present

Integrating RAG with uncertainty tokens to reduce unnecessary LLM retrieval.

Cyber Security and AI Intern

Collins Aerospace - RTX Corporation

Summer 2025

Engineered a RAG-powered AI agent for context-aware code generation and developed tools to optimize cybersecurity fuzzing pipelines.

Skills

Languages

Python

Java

HTML

CSS

JavaScript

SQL

Frameworks & Libraries

PyTorch

NumPy

Pandas

JakartaEE

React

Django

Node.js

MongoDB

SASS

Tailwind CSS