About Me
Hi, and welcome to my personal website! My name is Jerry, I'm an undergraduate studying Computer Science & Mathematics at Georgia Tech. I've gotten to work on some really cool projects in the past, such as building a computer vision model for near-real-time anomaly detection in the semiconductor manufacturing process or developing a voice agent platform to help clinics resolve more inbound scheduling calls autonomously.
You can read more about my past work experiences, research, personal projects, and fun coding problems I've worked on here. I strongly believe that the future holds a lot of cool things, and those things will be driven by advances in technology. So I'm doing my best to contribute!
Education
Georgia Institute of Technology
Bachelor of Science in Computer Science & Mathematics
Concentrations: Artificial Intelligence, Systems & Architecture
GPA: 4.00/4.00 · Honors Program
Experiences
Software Engineer Intern
- Built and deployed a near-real-time computer vision model with PyTorch and data infrastructure with Databricks and PySpark to detect edge anomalies on wafers, enabling an estimated 30 wafers to be reprocessed each month and $30K in monthly savings.
- Designed database schemas and developed ETL pipelines to unify process control data across 2 manufacturing systems with Lakehouse Data Vault architecture, supporting a monitoring dashboard for quality signals across global fab sites.
Research Assistant
- Developed and benchmarked random forest regression models to predict changes in phytoplankton community composition over ocean eddy lifecycles and presented the findings at the Southeastern Biogeochemistry Symposium.
- Built an 8-stage data pipeline to merge and preprocess 4 NASA satellite datasets across an HPC cluster with Slurm, transforming terabytes of raw sensor measurements into feature-engineered model inputs.
Software Engineer Intern
- Engineered AI voice agents to automate clinic appointments, integrating browser automation tools through TypeScript and REST API microservices to interact with healthcare systems and resolve over 90% of inbound scheduling calls without staff intervention.
- Built and deployed a multi-tenant voice agent management service used by 5 clinics, enabling per-clinic agent configuration, observability, QA review, and success metrics based on conversation transcript analysis.
- Wrote Playwright automation scripts to update patient charts in healthcare systems and validated the system with end-to-end test suites, saving 15 minutes of onboarding time per patient.
Undergraduate Researcher
Georgia Tech VIP | Exascale Computational Fluid Dynamics Team
- Engineered a GUI using the Qt framework for real-time 3D rendering of computational fluid dynamics simulations, with interactive 2D cross-sections visualizing both vector and scalar flow quantities.
- Optimized visualization of MPI-parallelized simulations by replacing disk-based I/O with a direct TCP socket streaming protocol, reducing latency by 95% and enabling real-time feedback loops.
Data Analyst Intern
USF Nault Center for Entrepreneurship
- Built an ETL pipeline in Python to ingest clinical trial data and market data, storing it in a normalized SQL database that enabled analysts to self-serve ad-hoc queries.
- Automated the calculation and reporting of key performance indicators (KPIs) and financial metrics for a portfolio of 500+ biotech companies by applying Pandas, NumPy, and the Yahoo Finance API.
Engagements & Extracurriculars
Student Assistant
Georgia Tech Alumni Association
I supported a content migration to Cascade CMS, developing validation steps and QA checklists to keep links, media, and metadata consistent across pages.
Commodities Analyst
I write weekly commentary briefs for the club's Market Insights publication, covering energy, metals, and other commodities on the markets. I track macro signals, geopolitical developments, and news events, synthesizing market-moving catalysts into actionable insights for thousands of the club's readers and followers.