raveena ravikumar
@raveenaravikumar
I build enterprise data pipelines and AI automation for insurance operations.
What I'm looking for
At Allianz Technology India, I've built enterprise data engineering and AI solutions for insurance operations, spanning policy, claims, billing, pricing, and global commercial data.
I developed a multithreaded Python pipeline that processed 30 million+ insurance documents from AWS S3, reducing a three-month timeline to one month. I've also delivered complex OpenText InfoArchive retention, purge, and archival workflows supporting application decommissioning and regulatory compliance.
I've designed an agentic AI system for IT incident management that reduced ticket creation from 8–10 minutes to under two minutes, and built a hybrid RAG knowledge assistant using FAISS and BM25. As an Internal AI Champion, I've delivered GenAI and MCP sessions to 300+ employees and helped make practical AI accessible to non-technical audiences.
My foundation includes SAS ETL, Data Vault-based insurance analytics, Python, SQL, AWS S3, and enterprise automation. I bring technical storytelling, cross-functional collaboration, and hands-on delivery from ideation through enterprise deployment.
Experience
Work history, roles, and key accomplishments
System Specialist (Data & AI Engineering)
Dec 2017 - Jul 2026 (8 years 7 months)
Implemented enterprise data retention and archival workflows, built scalable AWS S3 pipelines processing 30M+ documents, and designed agentic AI systems for IT incident management. Delivered complex archival projects and drove AI adoption across the organization.
Education
Degrees, certifications, and relevant coursework
AISAT
Bachelor of Technology, Computer Science Engineering
2013 - 2017
Grade: First Class with Honours
Activities and societies: Chairperson of College (2014-2015)
Bachelor of Technology in Computer Science Engineering from AISAT, Kerala, from 2013 to 2017. Graduated with First Class with Honours and was College Topper.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Job categories
Skills
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