Developed and implemented a novel semantic chunking algorithm, significantly improving context retention and retrieval accuracy for vector database-backed RAG (Retrieval-Augmented Generation) systems.

Benchmarked multiple open-source document intelligence frameworks to establish accuracy baselines and identify research gaps for advancing automated document understanding.

Enhanced pipeline efficiency by optimizing network connections and architecting scalable, forward-compatible metadata schemas for seamless inter-service communication.

Lead a team of 4 for creating a zero-to-one product majorly written in GoLang, optimizing high scalability using Docker and Kubernetes, throughput and isolating components to factor in multi-threading for achieving sub-millisecond latencies.

Implemented an on-prem layer for Couchbase Capella(Cloud), for enterprise customers to manage and gain insights about their clusters within the cloud portal, potentially increasing top-tier revenue by more than 20%.

Built 9 APIs for cluster management and insights generation, including thorough unit and integration testing for Capella Frontend, while increasing the code coverage by mocking(gomock).

Created an AI stack for contextual analysis on time-series metrics, using GoLang and Python and implemented algorithms for insights extraction, reducing analysis time for critical issues by over 30%.

Conducted global trainings as a leading expert on Couchbase Mobile and Server components in APAC.

Mentored 10 new hires, foreseeing their technical knowledge and professional development leading to a 40% increase in team efficacy.

Implemented a highly-concurrent Golang stack for real-time monitoring of Couchbase Server, ensuring proactive bug detection and system behavior analysis.

Developed checks for known issues in yet-to-be-fixed Couchbase Servers, for real-time alerts and Grafana dashboards to manage wider customer deployments.

Optimized code for low network usage using efficient use of caches and reducing cost by 98.3% to a staggering under $0.5/day in Couchbase Capella(Cloud).

Designed and developed a Python authentication middleware package, ensuring end-to-end security and integration for components across Soroco.

Developed APIs in GoLang using Domain Driven Design that reside at the core of Soroco’s offering and implemented migration scripts along with security fixes for enhanced system integrity.

Tested the middleware package using mocking libraries in unit and integration tests to ensure over 95% code coverage.