Professional Journey

Zoho Corporation

Chennai, IN | June 2023 – Present

High-Performance Distributed Caching:Built a gRPC-based distributed cache handling 1M+ requests/day—reduced cache misses by 35% and improved read latency by 70%.
Message Queue Orchestration:Designed API gateway integrations with RabbitMQ consumers—boosted throughput 2.5× while sustaining 99.9% delivery reliability.
Scalable System Architecture:Migrated a legacy monolith into React-based microfrontends + microservices backend—achieved 3× scalability gains and faster developer onboarding.
Infrastructure & Deployment:Implemented Kubernetes deployment workflows—cut release cycles by 40% and enabled rapid, reliable feature rollouts.
Observability & Monitoring:Enhanced system visibility with Prometheus + Grafana dashboards—reduced MTTR by 45% through proactive monitoring and alerting.
Service Integrations:Developed REST + GraphQL APIs to standardize service contracts—reduced cross-service integration failures by 25%.

Chennai, IN | August 2022 – May 2023

ML Model Optimization: Led ONNX adoption for 150+ models, resolving dependency issues and reducing deployment time by 30%, improving response times by 25%.
Low-Latency Model Serving: Converted models to ONNX, cutting inference latency from 150ms to 100ms for 200K+ requests/day while maintaining 99.8% accuracy.
In-Browser ML Inference: Enabled client-side ML by loading ONNX models in browsers—reducing server load by 50% and doubling response speeds.
Efficient In-Memory Caching: Built a high-performance LRU cache that cut datastore queries by 40%, reduced latency by over 50%, and sustained a 99.9% hit rate across 2M+ lookups/day.