Daemon Job Framework: Continuous Execution Infrastructure (2024 - 2025)
* Designed and built a daemon job framework for long-running and streaming workloads, boosting throughput by 70%+, improving reliability, and reducing service overhead with in-memory caching across job cycles.
* Implemented auto-version upgrades with zero-downtime rollouts and geo-redundancy with safe staged deployments.
* Delivered telemetry dashboards with latency, reliability, and timeline tracing metrics for deep operational visibility.
Surgical Failover: Data Pipeline for Failover “Doctor” Engine (2025 - now)
* Built a streaming topology pipeline using the daemon job framework to continuously ingest Azure and SharePoint data, serialize with Protobuf, and publish to blob storage.
* Designed and implemented Doctor, a central decision engine that continuously ingests topology and telemetry from blob storage, snapshots the data for algorithm execution, and outputs automated failover decisions.
* Optimized throughput with a producer–consumer model and sliding-window caching, processing 1M+ blobs / 30 min within ≤2 GB steady-state memory.