How I work
Senior backend + AI/LLM engineering, focused on systems that are fast, observable, and maintainable.
What you can expect
- Architecture-first delivery — clear boundaries, API contracts, and incremental cutovers.
- Operability by default — metrics/logs/traces, dashboards, and failure-focused debugging.
- Performance tuning — Redis-style hot paths, schema/query optimization, and cost-aware design.
- Production-grade AI/LLM integration — evaluation (latency/quality), safe rollouts, and predictable behavior.
- Reliable data pipelines — Kafka-style event processing and high-velocity system design.
How I collaborate
- Align on success metrics early (what “good” means in production).
- Ship in small increments with review checkpoints and rollback plans.
- Keep communication async-friendly and document key decisions for the team.