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Sreejith JicksSJ
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Sreejith Jicks

@sreejithjicks

Senior Software Engineer at KeyValue Systems who built a 40-agent AI platform and cut cloud costs by 50%.

India
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At KeyValue Systems, I built and maintain a production agentic AI platform with roughly 40 specialized agents arranged across three levels of orchestration. I also built a resort-booking conversational AI system using LangGraph and LangChain, with multi-agent RAG, real-time SSE streaming, and Human-in-the-Loop validation.

I led the re-architecture of a 23-microservice system, restructuring service boundaries, database schemas, and application code. The work reduced cloud infrastructure costs by 50% and improved feature delivery speed by approximately 40%.

Earlier at KeyValue Systems, I built a DuckDB and Parquet query and storage system that supported workloads exceeding 10,000 QPS, and designed a custom ORM for Google Spanner. I’m also studying machine learning fundamentals by implementing neural networks and language-model concepts from first principles.

Experience

Work history, roles, and key accomplishments

KS
Current

Senior Software Engineer

KeyValue Systems

Sep 2024 - Present (2 years 2 months)

Built and maintained a production agentic AI platform with roughly 40 specialized agents across a three-level hierarchy. Led the re-architecture of a 23-microservice system, reducing cloud infrastructure costs by 50% and improving feature delivery speed by approximately 40%.

KS

Associate Software Engineer

KeyValue Systems

Aug 2020 - Nov 2021 (1 year 3 months)

Designed and implemented a 2TB data migration pipeline from Salesforce to internal databases. Built a REST API layer around NetSuite's SOAP APIs to simplify internal service integration.

Education

Degrees, certifications, and relevant coursework

ME

Mar Athanasius College of Engineering

Bachelor of Technology, Computer Science and Engineering

Bachelor of Technology in Computer Science and Engineering, completed in 2020.

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