Backend and AI platform engineering — infrastructure and production AI case studies.
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4 project(s) matched.
Software Engineer · 2025
Built Lydia, an agentic AI assistant for high-volume telemetry analytics, and designed the durable event-delivery platform behind its multi-turn tool-calling workflows.
Delivery control path
Software Engineer · Dec 2024 - Present
Built a causal evaluation framework that separated behavioral signal from environmental confounders, producing fair rankings and actionable coaching insights for operations teams.
Software Engineer · Dec 2024 - Present
Built Kafka and Redis Pub/Sub fan-out paths for live high-volume telemetry, enabling sub-second operator dashboard updates and horizontally scalable real-time processing.
Telemetry fan-out path
Software Engineer · 2024 - 2025
Deployed vLLM and llama.cpp on on-prem GPU infrastructure behind EC2, NGINX, and Route 53, replacing hosted inference and reducing the assistant's serving cost.
Adoption milestones