K M
@km07
I build production RAG platforms, document pipelines, and AI backend services in Python.
IndiaWhat I'm looking for
At State Street Corporation, I design and deploy production-grade Python Retrieval-Augmented Generation platforms that ingest content from PDFs, DOCX, TXT, CSV, SharePoint, Azure Blob Storage, and JIRA.
I build scalable document-processing and retrieval pipelines with Python, LangChain, PostgreSQL, and Kubernetes, enabling enterprise knowledge discovery across business teams. I've also developed REST APIs and backend services for AI applications and observability platforms, integrating Databricks for monitoring and reporting.
I deploy containerized applications on Azure Kubernetes Service and build document extraction workflows with Azure Document Intelligence, reducing manual financial-report review effort by an estimated 50–70%.
Experience
Work history, roles, and key accomplishments
Designed and deployed a production-grade Python-based RAG platform supporting multiple document formats and sources. Built scalable document-processing pipelines and REST APIs, and engineered document extraction workflows using Azure Document Intelligence, reducing manual review effort by an estimated 50-70%.
Worked on RAG applications leveraging LLMs and created proof-of-concepts for innovative solutions. Authored code fixes and enhancements for future releases and deployed multiple applications to production.
Learned about Large Language Models and worked on a RAG application. Gained experience with Azure Deployments and Kubernetes.
Education
Degrees, certifications, and relevant coursework
Sikkim Manipal Institute of Technology
Bachelor of Technology, Computer Science Engineering
2020 - 2024
Grade: 9.08 CGPA
Pursued a Bachelor of Technology in Computer Science Engineering, graduating with a CGPA of 9.08.
Tashi Namgyal Academy
High School Diploma, Science
2018 - 2020
Grade: 90%
Completed 12th standard with a focus on Physics, Chemistry, Mathematics, and Computer Science, achieving 90%.
Tech stack
Software and tools used professionally
Availability
Location
IndiaAuthorized to work in
Portfolio
github.com/KM2002Job categories
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