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K M
Open to opportunitiesMachine Learning and AI
I build production RAG platforms, document pipelines, and AI backend services in Python.
IndiaMachine Learning and AI at Senior Associate
About
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
Machine Learning and AI - Senior Associate
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%.
PythonRAGPostgreSQLKubernetesAzureREST APIsAzure Document Intelligence