Senior Technical Program Manager | AI Systems Builder | NVIDIA Inception Member
I build AI systems I've spent a career learning to manage — compliance LLMs, expert knowledge platforms, governed inference gateways (patent pending), and behavioral AI voice synthesis. 12 years enterprise delivery across identity platforms (700K users), data unification (89M records, 95.48% match rates), and $20M+ multi-cloud programs. NVIDIA Inception member running production AI on DGX Spark.
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MOPS — Multi-provider AI agent remote control via Telegram & Matrix. Claude Code + Codex CLI + Gemini CLI from your phone. Open-source alternative to Claude Dispatch — released 5 days before Anthropic shipped theirs. Free, MIT licensed. |
| ⛳ | Parameter Golf — OpenAI Model Craft Challenge. Train the best LLM that fits in 16MB on 8×H100s. QAT, depth recurrence, factorized embeddings. Active: Mar–Apr 2026. |
The only CMMC-specific fine-tuned LLM suite in the open-source ecosystem. Four models (7B–72B) trained for $77 total compute, deployed fully air-gapped via Ollama. 708 tests across three tiers — including 140 blind holdout scenarios. 27 CMMC controls across 5 families (AC, AU, IA, SC, SI) plus 3 DFARS clauses.
| Model | Size | HuggingFace |
|---|---|---|
| cmmc-expert-7b | 5.1 GB | Nathan-Maine/cmmc-expert-7b |
| cmmc-expert-14b | ~10 GB | Nathan-Maine/cmmc-expert-14b |
| cmmc-expert-32b | 18.5 GB | Nathan-Maine/cmmc-expert-32b |
| cmmc-expert-72b | 44.2 GB | Nathan-Maine/cmmc-expert-72b |
| Repository | What It Does |
|---|---|
| cmmc-compliance-ai-model | 4 fine-tuned LLMs for CMMC 2.0, NIST 800-171, HIPAA — air-gapped, zero-cloud deployment |
| governed-llm-gateway | Policy-as-code LLM gateway with SHA-256 tamper-evident audit trails — 103 tests |
| garak-compliance-probes | 4 probes + 6 detectors for NVIDIA's garak vulnerability scanner — PR #1619 |
| governance-graph-compiler | Converts governance policy Markdown into enforceable directed acyclic graphs |
Building AI-queryable knowledge bases from expert content — video, audio, blogs, documentation. Production system running 130,000+ searchable chunks across 36+ domain experts with GPU-accelerated ingestion and cross-encoder reranking. Accessible from any AI tool via MCP.
| Repository | What It Does |
|---|---|
| rah-qdrant-integration | Qdrant vector search integration for knowledge graphs — Docker, CLI tools, cross-platform (macOS/Linux/Windows) |
Purpose-built components for agent memory, recovery, planning, and coordination. Deterministic and auditable.
| Repository | What It Does |
|---|---|
| agentic-ai-portfolio | Umbrella repo: orchestration + documentation for the agent suite |
| agentic-memory-graph-engine | Graph-based memory with explain() reasoning traces |
| self-healing-agentic-workflows | Retry logic, fallback chains, circuit breakers for agent tasks |
| temporal-executive-agent | Dependency-ordered planning and execution with state tracking |
| multi-agent-fairness-governor | Weighted round-robin allocation with skew-ratio detection |
| agentic-workflow-simplifier | Lightweight Python library for defining multi-agent workflows as directed graphs |
| mcp-conversational-data-agent | MCP server exposing database/CRM/ticket tools to LLMs |
| agentic-evaluation-sandbox | Doer/Judge holdout scenario evaluation harness |
| blind-scenario-testing | Framework for blind behavioral testing of live API systems — 151 tests |
| semantic-test-coverage-agent | AST-based source/test scanner that finds untested code paths |
| Repository | What It Does |
|---|---|
| Project-Aurora-Echo | AI meeting copilot — real-time transcription, speaker diarization, structured summaries. v2.0: NVIDIA GPU acceleration |
| realtime-ai-assistant | Four iterations: vanilla → v2 → FastAPI → Streamlit |
| Repository | What It Does |
|---|---|
| el-barto-serve | OpenAI-compatible server for ByteDance's mask-diffusion code LLM. Auto-patches Flash Attention for Blackwell GPUs. Landing page |
| Repository | What It Does |
|---|---|
| Agentforce-Data-Aware-Agent | Schema-aware AI agent with FLS/sharing enforcement |
| Agentforce-Dynamic-Action | Natural language → generated Apex actions |
| Agentforce-Dynamic-Action-Invocable | Flow/Einstein Copilot/REST wrapper for dynamic actions |
Developer Experience & Operations (8 projects)
| Repository | What It Does |
|---|---|
| architectural-design-review-agent | LLM-powered architecture review from YAML briefs |
| living-docforce-agent | Documentation drift detection — code vs docs comparison |
| meeting-memory-companion | Structured extraction from meeting notes |
| devex-metrics-dashboard | DORA-aligned developer experience health indicators |
| devex-env-bootstrap-agent | Auto-generates dev environment setup scripts |
| ai-ops-kpi-pipeline | ETL pipeline for AI operations metrics |
| ai-deployment-experience-bot | Slack bot for deploy/rollback/status via chat |
| agent-zero-dashboard | Real-time monitoring dashboard for Agent Zero |
Classical AI & Side Projects (7 projects)
| Repository | What It Does |
|---|---|
| LISP-Backward-Chaining-Core-Engine | Common Lisp expert system with backward chaining and certainty scores |
| lisp-car-expert-system | Rule-based car troubleshooting with forward chaining inference |
| Chess-Analyzer-v2 | React + TypeScript chess analysis with Chess.com import |
| chess-analyzer | Desktop Python chess analyzer with Stockfish + AI commentary |
| Thermomix-Recipe-Genius | AI recipe generator for Thermomix TM6 (Gemini + Grok) |
| bongo_cat_monitor_remix | ESP32 animated desk buddy — CPU/RAM/WPM monitor with meme triggers |
| Github-Avatar-Rotator | Automated GitHub avatar rotation via API |
Plus private repositories covering compliance training data pipelines, podcast production platform, and infrastructure automation.
MIT AI/ML Certificate · Salesforce: Data Cloud Consultant · Administrator · AI Associate · Scrum: CSM · NVIDIA Inception Member
nmaine@gmail.com · LinkedIn · nathanmaine.com · memoriant.ai · HuggingFace
