Designed a distributed, horizontally scalable trading system with strategy-partitioned agents, self-regulating execution logic, and local/global performance caching for validated order execution across multiple trading horizons.

Developed a novel Hermitian polynomial feature embedding over rolling price and volume windows, feeding a hierarchical ensemble of HMM market regime detectors, MLP trend classifiers, and FinBERT sentiment analysis models for multi-resolution trend forecasting

Built a full-stack web platform using React.js, Node.js/Express, and Snowflake SQL to manage 3D printing requests, file uploads, and authentication via Firebase.

Utilized Google Gemini AI RESTful API to analyze 3D models and auto-generate optimal printer settings.

Engineered in-ear headphones with a 4-driver, 4-way optimized crossover circuit via impedance + phase alignment analysis, and acoustic simulation.

Marketed development on social media and inter-college startup incubators (NSF I-Corps), generating 30K+ views across public outreach, & $1,500+ in seed funding.

Architected a command-line task management utility in Rust, engineering it to be editor-agnostic (e.g., Vim, Nano) to streamline text-based workflows, achieving 7,000+ downloads.