AI & Systems Integration Specialist

Technical Consultant — I Figure Things Out

25+ years solving complex problems across software, infrastructure, and AI — whatever stack the problem lives in. I don't specialize in a language. I specialize in finding answers.

Currently focused on local LLM deployment, AI integration architecture, and self-hosted AI systems built on consumer hardware.

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Proven Impact

Reduced MS SQL ↔ MySQL synchronization from ~1.5 hours to ~5 minutes across a mixed Ubuntu + Windows Server environment
Built RAG-based resume analysis platform with 110 tests and 370 assertions — fully local, zero cloud API dependency
Designed and deployed a multi-GPU model training manager supporting QLoRA, Unsloth, RAG, and standard fine-tuning
Built Docker orchestration platform with LLM-assisted log triage, published to GitHub Container Registry with automated CI/CD
Migrated MyISAM → InnoDB, enabling foreign keys and transactional integrity for performance and data reliability
Designed new database schema covering ~40% of business systems
Built 10+ on-demand reporting tools contributing to ~40% operational efficiency improvement
Deployed IoT solutions integrating MQTT and MODBUS sensor data with real-time Python dashboards

Core Stack

AI & LLM: Ollama, OpenAI API, Hugging Face, Local LLM Deployment, Prompt Engineering, RAG
Backend: Python (Django, Flask, FastAPI), PHP (Laravel), Ruby, .NET
Frontend: React, TypeScript, Vue.js, JavaScript, HTML5/CSS3
Databases: PostgreSQL, MySQL, MS SQL, SQLite, Query Optimization

Infrastructure: Docker, Linux (Ubuntu/Fedora), Windows Server, Unraid, LXC/LXD, GitHub Actions
IoT & Automation: MQTT, MODBUS, Sensor Integration, BASH Scripting
ERP Integration: Sage 100, Custom API Development
Tools: Git, Docker Compose, REST APIs, WebSockets, Redis

Business Systems & Infrastructure

Cross-Database Sync Accelerator

Engineered cross-database synchronization reducing MS SQL ↔ MySQL sync time from ~1.5 hours to ~5 minutes across a mixed Ubuntu + Windows Server environment.

MS SQL • MySQL • Linux • Windows Server

ERP Modernization & Reporting Suite

Refactored legacy ERP workflows into Laravel, migrated MyISAM to InnoDB, and built 10+ reporting tools — contributing to ~40% operational efficiency improvement.

Laravel • PHP • MySQL • MS SQL

Contact

Available for remote consulting engagements and employment. If you have a hard problem that needs solving, that's what I do.

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