I'm a big believer that the things you make should have a real-world impact, whether it's helping a client save money or making your own day a just little bit easier. The projects I make address that.
projects
some things I built
Crowdsourced mobile app that visualizes WiFi signal dead-zones on an interactive map. Built in 24 hours at my first real hackathon.
Client-facing loan analysis tool. 1.5K+ monthly visits, 36K+ total hits. Client acquisitions more than tripled since launch.
Active learning Chrome extension with cool visualizations. Built in 24 hours.
Real-time motion planning and hardware integration. Custom AI behavior systems for dense traffic navigation with dynamic collision avoidance, multi-lane trajectory planning, and escape behaviors. Force-feedback preset manager for MOZA R5 direct-drive wheel with tuned driving profiles.
Minimalistic bill-splitting calculator. Built because my friends and I couldn't do the math at dinner.
8-month certificate. Built models for customer segment analysis, classification, and more on real-world datasets.
Technical PM leading a team building a campus nutrition app for 30K+ students. Agile Git workflows and integration testing.
AI-powered escheatment tool to help financial institutions identify and manage unclaimed property compliance.
research
current research
Multi-agent agentic AI system for solving complex mathematical optimization problems. Designing specialized agents (Conductor, Solver, Critic) that collaborate with automated reasoning and evaluation loops to tackle MILP, NLP, and MINLP problems more effectively than monolithic LLM solvers.
- MILP — Mixed Integer Linear Programming
- NLP — Nonlinear Programming
- MINLP — Mixed Integer Nonlinear Programming
- Multi-agent orchestration and coordination
- Agentic AI for automated reasoning
- Solver agent specialization
- Critique loops and solution validation
Prof. Haizhao Yang, University of Maryland
experiences
where I've worked
Built backend services and automation tooling for capital markets workflows. Engineered event-driven infrastructure to orchestrate large-scale trade file processing and automated testing. Designed real-time monitoring dashboards and centralized result aggregation, achieving ~35% reduction in testing duration.
- Automated Testing Backend — Flask service for managing large-scale testing workflows within capital markets technology environment
- Event-Driven Infrastructure — Integrated SNS, SQS, and MQ for asynchronous test execution and orchestration
- Testing Lifecycle Management — Designed tooling to process 1,000+ trade files per run with real-time status visibility and centralized result drill-down
- REST API Layer — JWT-secured API exposing testing functionality to consolidated workflows
- Reduced testing duration by ~35%
- Replaced siloed analyst scripts with unified infrastructure
- Enabled real-time visibility across complex testing pipelines
- Full-time return offer with planned start July 2027
Inspired by people desperate for internships and clients begging for solutions, I built a space for both. Led three parallel MVPs, managed a rotating intern team, and shipped production-ready systems.
- Property Management Tool — property and document CRUD
- Stock Trading Analysis Tool — strategy analysis on live market data
- Twitter Scraper → SMS — MCP server pulls Twitter data, texts you updates
- Interviewed 25+ candidates
- Onboarded 7 interns — devs, PMs, externs
- Ran daily standups and async sprints via Cliq + Coda + Clockify
- Collaborative coding and GitHub workflows — branching, commits, shipping MVPs
- How to actually lead: more than just telling people what to do
- That structure beats motivation, every time
- Writing FRDs, SOWs, FDDs — structuring real docs for real clients
- Multi-AI agent orchestration, RAG systems, ML on real-world datasets
Coded By takes students from zero to product — coding, ideation, investor pitching, site visits to Uber, Comcast, Hermes. My first real exposure to product development.
A CRM connecting beauty freelancers with customers. My first ever MVP.
- What an MVP is and how to build one
- How to talk to non-technical people about technical ideas
- How to network, genuinely
- The difference between gel nails and acrylics
// what I did in 2025 was built directly on what I learned here. deep respect for this program.
Built a scalable, multithreaded CLI grading tool to simulate student submissions and score computation. Published as a runnable JAR with 8 CLI commands and comprehensive JUnit test coverage.
