CMU QPA Plus
FastAPI, Python, JavaScript, HTML/CSS
Full-stack academic metrics system that formalizes CMU's official QPA/GPA policy into a deterministic computation engine. Features FastAPI backend with Pydantic validation and responsive JavaScript frontend with real-time updates.
Sept 2025 – Present
CarbonTrack Org
Co-Founder & CEO
Led end-to-end product and technical development of CarbonTrackApp, a research-backed system converting eco-friendly actions into gamified carbon credits. Built and managed a team of 21 students, scaling to 145 active users across 12+ partner schools globally.
Nov 2023 – Present
Occupancy Detection via Statistical Classification
R, Statistical Learning, Binary Classification, Decision Trees
Framed room occupancy prediction as a binary classification problem using environmental sensor data. Implemented and compared LDA, QDA, logistic regression, and classification trees, achieving 98% accuracy with CO₂ as the most informative feature.
Nov 2025
Statistical Modeling of Article Virality
R, Regression Modeling, Feature Analysis
Modeled social media article shares using Mashable data, framing content virality as a regression problem. Constructed and validated a multiple linear regression model with log-transformed response, uncovering statistically significant weekday effects.
Oct 2025
EchoMinder
Python, LLM Agents, Memory Systems, Prompt Engineering
Hierarchical memory system for LLM agents spanning short-, mid-, and long-term layers to enable persistent cross-session contextual awareness. Engineered automated summarization and memory retrieval pipelines for context-aware prompt construction.
Oct 2025
Pillulu
Python, Flask, LLM APIs, AWS, Docker, REST APIs
AI-powered medication management system to assist users in identifying medications, understanding usage instructions, and managing daily intake. Architected scalable backend on AWS using Flask, Docker, Nginx, and Gunicorn with HTTPS-enabled service delivery.
June 2025 – Aug 2025