Years at
the Anvil
From backend plumbing to production AI systems. Each role sharpened a different edge — distributed systems, ML pipelines, and the Rust rewrites that made them fast.
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PDF // Updated 2024
history// Work History
Lead AI Systems Architect
Nexus Core Dynamics
Built a distributed agentic framework handling 10M+ daily inferences. Rewrote latency-critical services from Python to Rust — p99 dropped 45%. Own the full pipeline from model serving to orchestration.
Senior ML Engineer
Synapse Integration Ltd.
Designed RAG pipelines for legal tech — contract analysis, clause extraction, precedent search. Custom vector search algorithms beat baseline retrieval accuracy by 22%.
Backend Engineer
DataForge Systems
Built concurrent data ingestion pipelines processing IoT telemetry. High-throughput, fault-tolerant — the kind of plumbing that runs silently until it doesn't.
construction// Tools of the Trade
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