Aman is Software Engineer at Angel One, leading initiatives to design and develop high scale, high availability solutions for millions of investors. He has experience delivering solutions in domains - User Segmentation, Real time analytics, Role based access control and advanced cache control.

You can learn more about me here. I sometimes share my new learnings here and medium. Sometimes when I am curious I build POCs which you can find here

Experience

• Developed sub-second User Segmentation solution for high-scale targeted campaigns.
• Leveraged Perf Profiling to improved API response times by 79% by identifying CPU and memory bottlenecks.
• Designed & Developed Zero-cost, Zero-ops Real-Time Analytics Pipeline, processing over 2.3 billion events daily.
• Leveraged Latency Aware Request Hedging to Improve P99s by over 8%

• Achieved 50% improved memory footprint by uitlizing Thread Locals.
• Achieved 2X improved efficiency during summer sales by utilizing Thread Pools and Synchronization Primitives to handle peak loads

Latest Posts

• Common Failure Patterns in Distributed Systems: What Not to Do — Mar 28, 2026
• AI Inference and Serving: Integrating Machine Learning into Distributed Systems — Mar 21, 2026
• Monitoring and Observability: Logs, Metrics, Alerts, and Tracing — Mar 14, 2026
• Coordinated Batch Processing: Combining Parallel Work with Join and Reduce — Mar 7, 2026
• Event-Driven Batch Processing: Building Scalable Workflow Pipelines — Feb 28, 2026
• Work Queue Systems: Scalable Batch Processing with Independent Tasks — Feb 21, 2026
• Leader Election: Ensuring a Single Owner in a Distributed System — Feb 14, 2026
• Functions and Event-Driven Processing: Going Serverless — Feb 7, 2026
• Scatter/Gather: Reducing Latency with Parallel Distributed Processing — Jan 31, 2026
• Sharded Services: Scaling Data Beyond a Single Machine — Jan 24, 2026
• Replicated Load-Balanced Services: High Availability Through Horizontal Scaling — Jan 17, 2026
• From Monoliths to Microservices: An Introduction to Serving Patterns — Jan 10, 2026
• The Adapter Pattern: Standardizing Application Interfaces — Jan 3, 2026
• The Ambassador Pattern: Decoupling Application Logic from Infrastructure — Dec 27, 2025
• The Sidecar Pattern: Extending Applications Without Modifying Them — Dec 20, 2025