Ankit Panicker

• 7+ months production uptime across AI pipelines (LLMs, speech models, media processing) — no critical failures, no data loss.

• Designed Redis async worker systems with dead-letter queues, idempotent execution, and backpressure — reliable under sustained real-world load.

• Built operator UIs and full observability stacks (Prometheus, Grafana) enabling non-technical pipeline management and live control.

• Sole engineer across full lifecycle: system design, implementation, deployment, monitoring, and iterative improvement.

• • Designed digital workflow automation cutting manual effort ~25% and cross-department data delays ~30%.

• • Built internal document tools: digitised records, structured storage, search systems.

• Managed end-to-end operations, finance, and structured process design

Implemented operational controls improving efficiency and consistency