Scott Sanders
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

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

Projects

AI & Infrastructure

Cyberbrain Orchestrator

Django 5 Docker orchestration platform with REST API, WebUI, and LLM-assisted log triage, GPU reporting, and service mapping. Published to GitHub Container Registry with automated CI/CD.

Django • FastAPI • Docker • PostgreSQL • Ollama

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Model Training Manager

Professional-grade application for managing AI model training across multiple GPU workers. Supports QLoRA, Unsloth, RAG, and standard fine-tuning with real-time epoch and loss monitoring.

FastAPI • React • TypeScript • SQLAlchemy • Ollama

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Laravel Resume & Job Search Platform

Full-stack Laravel platform implementing a RAG pipeline for resume analysis, skill extraction, and AI-driven job matching. Features PDF/DOCX parsing, Redis queues, admin panel, Docker orchestration, and 110 tests / 370 assertions.

Laravel • PHP • Ollama • RAG • Docker • Redis • MySQL

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Explain It To Me (EITM)

Full-stack Python/React application that uses a local Ollama LLM to simplify complex topics into plain language — designed for users with limited domain knowledge.

Python • Flask • React • Ollama

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Chatbot — Ollama Web UI

Flask-based chat interface backed by locally-running Ollama models. JSON-configurable model switching, typed client wrapper, and full pytest coverage.

Python • Flask • Ollama • pytest

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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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