Projects

Manufacturing operations software first, with earlier research work in simulation.

The lead project is an enterprise Lean Activity Management Platform built for governed search, analytics, and day-to-day manufacturing improvement work.

Lead System

The enterprise platform that best represents my current work.

Current Focus / Enterprise Web System / Manufacturing IT

Lead

Lean Activity Management Platform

Developed an enterprise-scale platform to digitize, standardize, and govern continuous-improvement cases across a manufacturing organization, supporting ~900 internal users as a centralized knowledge and analytics platform.

  • Designed a full-stack ASP.NET Core (.NET 10) and SQL Server system with secure cookie authentication and role-based access control.
  • Modeled organizational ownership through departments and positions instead of individual employee records for scalable governance.
  • Built Dapper-optimized search and analytics workflows that reduced retrieval from minutes to seconds.

Earlier Capstone + Research

Simulation work that shows pipeline and evaluation depth.

Capstone Archive / CARLA / Multimodal Pipeline

Past

Traffic Detection System

GitHub Demo

Earlier capstone and research work: a multimodal traffic hazard analysis pipeline combining RGB and LiDAR data for corner-case evaluation in autonomous driving scenarios.

  • Built a CARLA synthetic dataset engine for rare events such as occlusions, adverse weather, near-miss collisions, and unusual agent behaviors.
  • Developed an RGB-LiDAR projection-based fusion module to produce aligned multimodal inputs for downstream comparison across models.
  • Used ontology-driven annotation and hazard scoring to validate outputs against structured judgment rather than intuition alone.

Additional Builds

Supporting work across systems, tooling, and infrastructure.

ESP8266 / Raspberry Pi / IoT Networking

Light Sensor Swarm System

GitHub

Designed a distributed IoT system with six ESP8266 light sensor nodes communicating via UDP to a central Raspberry Pi hub, with dynamic discovery and power-aware scheduling.

OpenCV / Multi-threading / PSNR Evaluation

Real-Time Canny Edge Detection Optimization

Improved real-time edge detection performance through multi-threading and dynamic frequency scaling, and benchmarked the image-quality tradeoffs with PSNR evaluation.

Python / FRRouting / ContainerLab / Docker

Network Simulation

Automated deployment of 10+ virtual routers with dynamic BGP and OSPF routing in ContainerLab, focusing on scalable network orchestration and faster topology setup.