Built an automated platform for fine-tuning LLMs with configurable Docker images (1k+ downloads). Fine-tuned Llama 3.1 8b achieving 48% MFU and improving MT-Bench scores by 28%, with load-balanced inference pipeline using vLLM.
Team lead of the Purdue Electric Vehicle's Autonomous team (~30 people). Responsible for fully designing and implementing self-driving solution from scratch. Using first-ever 3DGS pipeline for autonomous racing on-device.
Developed a platform for Purdue's Electric Vehicle Club Autonomous Team that takes a combinations of videos and images and uses 3D Gaussian Splatting to quickly create a 3D scene of the area to view and move around in. WIP.
Built gpufindr, a platform to compare GPU instance prices across various providers. Developed API and MCP and connected to AI agent to automatically find and rent the best instance for each project from a text input. Optimized SEO for first page for certain queries.
Pretrained and Fine-tuned custom LLM on custom corpus from scratch.
For BoilerMake XII: Developed platform to create AI agents on demand and connect them. Won 1st place for: Caterpillar best use of Cloud Computing, MLH Best use of Generative AI, Purdue Innovates: Most likely to become a business
Planned and spoke at official IBM Quantum Computing event for 70 students. Moderated professor panel, answered technical quantum computing questions, built website, taught Shor's algorithm implementation.
Individual rough draft of HST proposal for detecting Intermediate-scale black holes in dwarf galaxies.
Astrophysics Paper Presentation slides covering the first exoplanet discovery.
Built an ETL pipeline to clean and process 34TB of Reddit text data into 5GB of high-quality training data using CAIOS and CKS filtering systems for machine learning applications.
Authored and published a comprehensive benchmarking toolkit for assessing quantum hardware performance using Grover's algorithm, with standardized metrics for quantum system evaluation.
Developed a sentiment analysis model leveraging D-Wave's quantum annealer for faster optimization, achieving 85% accuracy on tweet data using an optimized Naive Bayes Algorithm, outperforming classical optimizers by 3%.
Part of ARC (Autonomous Robotics Club), designed and built a fully autonomous campus drone delivery system for packages using PX4 flight controller and computer vision.
Simulate rigid bodies with integration for relativity, gravity, and special environments.