Advaith Malka

Maps banking frustration across New York using 20,811 CFPB complaints, grouping six issue categories by county and comparing them with national patterns to guide financial inclusion pilots. Ranks complaint rates per 100k residents, scoring only areas with at least 30 complaints.

Apple Watch strength training app with on-device exercise recognition and rep tracking.

Real-time 3D multi-agent traffic simulator using the Improved Intelligent Driver Model and MOBIL lane-change logic to surface emergent behavior like phantom jams.

Fault-tolerant AWS pipeline that turns product pages into schema-validated metadata; benchmarked at about 3,813 events per second.

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

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

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

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

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

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

A realtime chat app built for the future.

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.

A social media app built for developers, by developers.

Play chess against an AI right in your browser!