Harsh B.
Building Production-Grade AI systems | Ex-Amazon | AI Engineer | RAG Architect | MCP | Building Intelligence at Scale
- Role
- Software Engineer Ii at Microsoft
- Location
- Seattle, WA, US
- LinkedIn followers
- 500 followers
About Harsh B.
I’m a Senior Machine Learning Engineer passionate about turning AI research…
Experience
Software Engineer Ii
Jul 2021 — Present · Redmond, WA, US
Predictive Failure Intelligence: Built real-time ML pipelines (Python, SynapseML, Azure AI) predicting GPU hardware failures 13 days in advance, achieving TP99 < 120 ms latency and 99.99% fleet uptime through proactive maintenance.Maia 100 Telemetry Platform: Architected telemetry ingestion and control systems for Microsoft Maia 100 AI accelerators using Redfish protocol, enabling scalable diagnostics for Microsoft’s custom AI chips.Event-Driven Telemetry Systems: Designed distributed architectures leveraging Synapse Analytics, Event Grid, and Data Factory to process 10 M+ GPU CPER logs per day, improving hardware visibility and operational efficiency.Autonomous Anomaly Detection: Deployed Azure Cognitive Services (Metrics Advisor) for fleetwide anomaly detection and automated alerting, reducing on-call load by 25%.Performance Optimization: Containerized ML inference using Pilotfish and Azure Kubernetes Service, maximizing compute utilization and cutting overhead costs.Compliance Stewardship: Owned the team’s compliance and security pipeline, ensuring SDL, S-360, and threat-modeling standards remained fully green across deployments.Technologies:Azure Synapse Analytics | Databricks | Azure Data Explorer | Kafka | Event Grid | Containerized ML | Azure AI Foundry | Redfish Protocol | Pilotfish Compute | Metrics Advisor | Python | Kusto | Grafana | CI/CD | DevOps Automation
Education
Bhawan's Sawan Public School
12th Std.
2008 — 2010
Campion School
Class 10th
2006 — 2008
University of Illinois Chicago
Master of Science - MS, Computer Science
Vellore Institute of Technology
Bachelor of Technology (B.Tech.), Computer Science
2010 — 2014
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