u
umeshkrr

Umesh K

@umeshkrr

Software Engineer

India
English
About me
I am a Software Engineer with approximately 4 years of experience at Amazon and Kotak Mahindra Bank, specializing in distributed systems, data platforms, and AI-powered tooling. I have a strong backend foundation in Java and Python, with expertise in building RAG pipelines and agentic systems that scale to thousands of daily requests.... Read more

Skills

u
umeshkrr
Umesh K
Offline • 

See my services

AI Implementation & Deployment
I will do ai engineering and software solutions
From$100 / projectMore details

Work experience

Kotak_Mahindra Bank

Software Engineer | Data Platform Team

Kotak Mahindra Bank • Full-time

Jul 2024 - Present • 2 yrs 3 mos

Architected an agentic AI platform handling 5K+ daily requests, reducing workflow provisioning time by 70%. Built a high-throughput REST API layer for Airflow ETL orchestration serving 30K+ daily queries at sub-second latency. Designed a configuration-driven schema governance platform for 40K+ tables, implementing time-based partitioning and column-level access controls.

Amazon

Software Development Engineer | Retail Music Experience Team

Amazon • Full-time

Jul 2022 - Jan 2024 • 1 yr 6 mos

Implemented end-to-end User Profile support for Amazon Music Family plans with token-based authentication. Reduced operational costs by $100K (30%) and improved API response times by redesigning caching strategies for the Customer Context Retriever API. Boosted service availability by 20% through microservice migration to isolated AWS environments and automated testing.