Projects

Selected systems, built for measurable behavior and long-term use.

The strongest work here is not organized by visual polish. It is organized by whether the system can be defended, maintained, and used after the first demo.

The two flagship projects below define the portfolio. The rest of the archive shows the broader engineering range around embedded systems, networking, and productivity tooling.

Flagship Systems

The two projects that carry the clearest point of view.

Enterprise Web System / Manufacturing IT

01

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.

CARLA / Multimodal Pipeline / Inference Evaluation

02

Traffic Detection System

GitHub Demo

Built a multimodal traffic hazard analysis pipeline combining RGB and LiDAR data for corner-case evaluation in autonomous driving scenarios, centered on synthetic data generation, cleaning, inference, validation, and benchmarking.

  • 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.

Linux / Hyprland / Workflow Automation

Waybar and Omarchy Linux Workflow Setup

Built a minimalist, keyboard-driven Linux workflow around Hyprland and Waybar, integrating VPN toggles, multi-clock modules, and script-based automation.