20 role-specific resumes with verified KPIs — BlackRoad only, no prior experience

RoadChain-SHA2048: 428ab11c02ce78d6
RoadChain-Identity: alexa@sovereign
RoadChain-Full: 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

roles/02-ai-ml-engineer.md

@@ -0,0 +1,71 @@
+# Alexa Amundson
+
+**AI/ML Engineer**
+
+amundsonalexa@gmail.com | [github.com/blackboxprogramming](https://github.com/blackboxprogramming)
+
+---
+
+## Summary
+
+AI/ML engineer operating 27 deployed language models (48.1 GB) across a distributed edge fleet with 52 TOPS of dedicated AI acceleration. Builds custom model pipelines, inference APIs, and AI-powered automation across a 7-node infrastructure serving 48+ domains.
+
+---
+
+## Experience
+
+### BlackRoad OS | Founder & AI Lead | 2024–Present
+
+**Model Deployment & Operations**
+- Deploy and manage 27 Ollama models (48.1 GB) across 3 edge nodes
+- Fine-tuned 4 custom CECE personality models for domain-specific generation
+- Operate 2× Hailo-8 NPUs (26 TOPS each = 52 TOPS total) for accelerated inference
+- Built Ollama Bridge SSE proxy for streaming model responses to web clients
+
+**AI Infrastructure**
+- Designed multi-node inference routing across Pi 5 fleet (20 GB RAM total)
+- Built AI image generation hub (images.blackroad.io) with 4 backend agents (DALL-E, Flux, SDXL)
+- Manage model lifecycle: deployment, monitoring, memory optimization, thermal throttle prevention
+- Reduced inference node temperature from 73.8°C to 57.9°C by isolating runaway generation loops
+
+**APIs & Integration**
+- Built CECE API (FastAPI) for custom model interaction and TTS generation
+- Created code search engine indexing 354 repos with FTS5 full-text search
+- Operate 11 PostgreSQL databases for AI application state
+- Deploy AI services via Cloudflare Workers (99 Pages, 22 D1 databases)
+
+**Data & Knowledge Systems**
+- Manage 230 SQLite databases (1.4 GB) for agent memory, metrics, and state
+- Built FTS5 knowledge index across 156,675 memory entries
+- 111 registered systems tracked in systems database
+- Custom RoadC programming language with tree-walking interpreter
+
+**Automation & Monitoring**
+- Daily automated KPI collection tracking 60+ AI and infrastructure metrics
+- Power optimization across all AI nodes (CPU governors, voltage tuning)
+- Self-healing autonomy scripts ensuring model availability
+
+---
+
+## Technical Skills
+
+**AI/ML:** Ollama, Hailo-8 NPU, DALL-E, Flux, SDXL, custom fine-tuning, LLM orchestration
+**Languages:** Python (26 repos), JavaScript (32 repos), TypeScript (14 repos), Bash, Go, C
+**Frameworks:** FastAPI, Next.js, React, Node.js
+**Infrastructure:** Raspberry Pi 5 fleet, Docker Swarm, WireGuard, Cloudflare
+**Databases:** PostgreSQL, SQLite/FTS5, Cloudflare D1, KV stores, Qdrant (vector)
+**Tools:** Ollama, Docker, GitHub Actions, Gitea, Wrangler
+
+---
+
+## Metrics
+
+| Metric | Value |
+|--------|-------|
+| Models deployed | 27 (48.1 GB) |
+| AI acceleration | 52 TOPS |
+| Custom models | 4 fine-tuned |
+| Image gen agents | 4 |
+| Databases | 241 (11 PG + 230 SQLite) |
+| Lines of code | 7,212,320 |
+| Repos | 102 |