Skills & Expertise
Lab Automation & Validation Systems
Enterprise lab automation architecture, global validation workflows, system-imaging pipelines, automated installer frameworks, platform provisioning systems.
AI-Driven Engineering Tools & RAG Architecture
Local LLM deployment and customization, production RAG-based troubleshooting prototypes, LangChain and LangGraph workflow orchestration, multi-modal AI integration, intelligent triage systems.
Security Engineering & Compliance Leadership
Secure SDLC practices, static analysis integration, AI-enabled threat modeling workflows, CVSS scoring, mitigation planning, legal/security documentation, compliance governance.
Compliance Reporting & AI Pipelines
Python-based reporting engines, automated data pipelines leveraging Hugging Face repositories, Jira/Confluence automation, OOP module design, multi-source data mining, automated calculation.
Industrial IoT & Predictive Monitoring
IoT system architecture, device ecosystems, proactive monitoring services, real-time alerting, large-scale device deployments (24K+ devices).
Early IoT Platform Design
Invented Watchport Manager and SensorServ; real-time monitoring, remote HTTP/HTTPS dashboards, unattended Windows Services, predictive analytics.
Automation Frameworks & Enterprise Orchestration
Structured automation ecosystems, reusable module design, unattended services, complex AI agent routing via LangGraph, fleet-scale provisioning.
Device Ecosystem Engineering
Drivers, firmware, application stacks, camera systems, sensor platforms, cross-layer integration.
Custom Video Drivers & Computer Vision
Development of DirectShow and TWAIN/AVI driver stacks; custom hardware modification including infrared (IR) filter extraction and USB-powered IR emitter integration; design of custom C++ motion-detection DLLs utilizing pixel-differential thresholding for automated frame-capture pipelines.
High-Volume Deployment Engineering
Large-scale embedded deployments (4K to 20K+ units), technical pre-sales engineering, engineering-led revenue enablement.
Game Development & Marketplace Monetization
End-to-end creation of 12 functional Roblox game experiences; custom 3D asset modeling in Blender paired with multi-modal AI pipelines (Midjourney) for public marketplace distribution and monetization; multi-platform project execution spanning Lua scripting, community Discord game applications, and text adventures.
Resume Core Competencies
- Lab Automation Architecture
- Validation & Imaging Systems
- Local LLM Deployment & Custom RAG Tooling
- LangChain & LangGraph Multi-Modal AI Pipelines
- Secure SDLC & AI-Enabled Threat Modeling
- Compliance Reporting Automation (Jira/Confluence/Python)
- Industrial IoT Architecture & Predictive Monitoring
- Early IoT Platform Design (Watchport, SensorServ)
- Low-Level Video Drivers (DirectShow, TWAIN/AVI) & Computer Vision DLLs
- Custom Hardware Hacking & Infrared (IR) Sensor Optimization
- Multi-Platform Game Development (Lua, Roblox, Discord Bots)
- 3D Asset Creation (Blender, Midjourney) & Digital Marketplace Monetization
- High-Volume Deployment Engineering & Revenue Enablement
