Software engineer focused on embedded systems and backend infrastructure. Interested in world models, LLMs, local inference, and model architecture. Currently exploring data analysis and algorithmic trading.
Selected Work
01 — 07
Embedded · 2025
IMU-Based Handwriting Capture Ring
R&D · Hardware Project
Prototyped a wearable smart-ring concept for capturing handwriting from finger motion — evaluated IMU sensor options, motion-to-stroke reconstruction, and the tradeoffs between onboard processing and streaming raw data to a host device.
IMU SensorsEmbedded PrototypingMotion Tracking
Repair · 2025
Board-Level Repair & Diagnostics Bench
Electronics Repair Practice
Built out a board-level repair workflow for SMD/BGA rework — selected a stereo microscope by comparing working distance and magnification tradeoffs, and established a diagnostic process for component-level fault isolation.
SMD/BGA ReworkMicroscopyFault Diagnosis
Hardware · Ongoing
Collapsible Modular Whiteboard
Product / Hardware Design
Designed a modular, collapsible whiteboard system from raw materials — mechanical hinge and panel design, material selection, and assembly, worked through as a physical engineering problem rather than a software one.
Mechanical DesignPrototypingDIY Fabrication
Systems · 2026
Self-Hosted AI Infrastructure Platform
Internal · Ongoing
Designed and deployed a containerized AI stack — LibreChat on Docker under WSL2, MongoDB for persistence, OpenRouter as a pluggable model backend. Resolved config-loading and container restart-loop failures to get the environment production-stable.
DockerWSL2MongoDBSystem Configuration
Infrastructure · 2026
Multi-Tenant Server Hosting Environment
Client: Small Business Hosting Venture
Evaluated and architected infrastructure for a server-hosting offering — comparing business-grade vs. residential ISP tiers, sizing bandwidth and uptime requirements, and mapping monetization paths across game server hosting and managed hosting resale.
Diagnosed and resolved network performance issues across peering routes and DNS resolution, and evaluated Starlink and 5G hotspot hardware as primary/backup links for a low-infrastructure, mountainous deployment site.
NetworkingTraceroute DiagnosticsDNSSatellite/5G
Systems · 2025
Business Process System Evaluation
Client: Operations-Focused SMB
Assessed Odoo as a backend ERP/operations system — mapping modules against real business workflows to scope out a deployment path for inventory, sales, and operations management.