Need a Senior Engineer Who Can Own Delivery?
Share your use case and constraints. You will get a direct technical plan, scope, and next-step recommendation.
903-339-5048Years Shipping Software
Production delivery across embedded systems, web platforms, and AI workflows.
Companies Built
Operator perspective on deadlines, budgets, stakeholders, and execution risk.
Employees Managed
Hands-on leadership across field operations, software delivery, and support teams.
Industries Served
Experience in operationally complex environments with real uptime and compliance pressure.
What We Build
Custom Web Applications
Full-stack development with Python, Flask, Django, and PostgreSQL. Internal tools, customer portals, admin dashboards, and API backends built to your specifications.
AI Agents & LLM Systems
Autonomous AI agents with RAG, vector databases, and semantic search. Systems that reason over your documents, automate complex workflows, and integrate with your existing tools.
IoT & Embedded Systems
ESP32, Arduino, and real-time sensor integration. Industrial monitoring, paint booth systems, conveyor counting, and the GeoSpect instrumentation platform.
SCADA & Data Acquisition
Real-time process monitoring and control systems. WITS protocol streaming, pressure cycling automation, and chromatography integration for industrial applications.
Data Mining & Web Scraping
High-volume extraction pipelines with proxy rotation and fault tolerance. Government procurement portals, financial data, legal leads, and competitive intelligence.
Privacy-Preserving AI
Split inference systems that keep sensitive data local while leveraging cloud compute. Run powerful language models without exposing your proprietary information.
Mobile Apps (Flutter & Capacitor)
Cross-platform mobile apps for iOS and Android, integrated with your APIs and existing web systems.
How We Execute
1) Clarify Scope Fast
We define the technical objective, constraints, and success criteria up front so execution stays focused.
2) Build and Iterate
Continuous progress with regular updates and working checkpoints throughout development.
3) Own Outcomes
Proactive risk flags, practical tradeoffs, and production-minded implementation from day one.
Published Research
"Privacy-Aware Split Inference with Speculative Decoding for Large Language Models over Wide-Area Networks" — A system for running large language models privately by splitting computation between trusted local hardware and untrusted cloud servers, achieving 8.7–9.3 tokens/second over real-world network conditions.
Read the paper on arXiv →Why Expert Coders
Business Owner, Not Just a Coder
16 years running a multi-state company means I understand deadlines, stakeholders, P&L impact, and what "done" actually means. I think about your business goals, not just the code.
Published AI Researcher
Not just using AI tools — doing original research on LLM inference, published on arXiv. The same engineering rigor goes into every project.
Full Product Builder
I've built and sold a complete hardware/software product (GeoSpect Instruments). I understand the full lifecycle from prototype to production to ongoing support.
Hardware Meets Software
I bridge the gap between physical systems and code. IoT sensors, industrial protocols, embedded devices, and web platforms — all from one developer.
No Handholding Required
I bootstrapped a company from nothing, figured out problems under pressure, and delivered without being managed. I communicate proactively and own outcomes.
Decades of Real-World Experience
From drilling rigs to data centers. I've solved problems in oil fields, manufacturing floors, legal offices, and healthcare operations. Every project benefits from that perspective.
Industries We Serve
Technical Skills
Languages & Frameworks
- Python, C#, C/C++, JavaScript
- Flask, Django, FastAPI
- Flutter, Capacitor
- Full-Stack with Bootstrap
- MicroPython (ESP32)
AI & Machine Learning
- LLMs (Claude, OpenAI, local models)
- RAG & vector databases
- Autonomous agents & tool use
- Split inference & speculative decoding
Databases & Data
- PostgreSQL, MySQL, SQLite
- SQLAlchemy, Google BigQuery
- Web scraping & data mining
- Data visualization & analysis
IoT & Embedded
- ESP32, Arduino, XBee
- Sensor integration
- WITS protocol, Modbus
- Industrial data acquisition
Infrastructure & DevOps
- Linux server administration
- NGINX, Apache, Gunicorn
- Docker, LXD containers
- Git, CI/CD pipelines
Automation & Integration
- Selenium, Playwright
- Celery & Redis task queues
- REST API design
- Google Cloud APIs