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Debarshi Nandan

@debarshinandan

I architect cloud data and AI platforms, turning enterprise metadata into governed, production-ready intelligence.

India
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What I'm looking for

I'm looking to lead hands-on architecture and engineering for cloud data and AI products, shaping governed platforms, reliable releases, and customer-ready outcomes while mentoring teams and solving complex enterprise integration challenges.

At Quest Software's erwin, I served as the technology authority for cloud metadata, catalog, profiling, lineage, and AI-assisted reverse-engineering in the erwin Data Intelligence Suite.

I architected Python and Azure OpenAI pipelines that convert stored procedures and PySpark notebooks into governed lineage mappings, adding deterministic validation, anti-hallucination guardrails, deduplication, and prompt caching that reached an 82% cache-hit rate.

Across 18+ years in engineering, data science, and delivery leadership, I've built cloud data platforms, automation, and validation workflows while leading architecture reviews, release readiness, incident resolution, and mentoring across enterprise programs.

Experience

Work history, roles, and key accomplishments

Quest Software logoQS

Software Development Principal Engineer

Jan 2022 - Jun 2026 (4 years 5 months)

Served as technology authority for cloud metadata, catalog, profiling, lineage, and AI-assisted reverse-engineering in erwin Data Intelligence Suite. Architected GenAI/LLM pipelines with Azure OpenAI, achieving 82% prompt cache-hit rate and leading architecture reviews, release certification, and mentoring.

ES

Data Scientist

erwin / Quest Software

Dec 2019 - Dec 2021 (2 years)

Built analytics, metadata automation, and data-lineage solutions using Python, SQL, machine learning, and data profiling. Translated business requirements into production-ready designs and validation workflows.

AS

Data Scientist

AnalytiX Data Services

Feb 2016 - Dec 2019 (3 years 10 months)

Led Data Vault and Business Vault automation programs. Designed data pipelines, validation logic, analytics, and data-mining workflows across healthcare, retail, and education domains.

Education

Degrees, certifications, and relevant coursework

BITS Pilani logoBP

BITS Pilani

M.Tech, Data Science and Engineering

2024 - 2026

Pursued M.Tech in Data Science and Engineering, completed in July 2026.

University of Toronto logoUT

University of Toronto

Neural Networks for Machine Learning, Machine Learning

2015 - 2015

Completed the Neural Networks for Machine Learning certification in 2015.

West Bengal University of Technology logoWT

West Bengal University of Technology

B.Tech, Electronics and Communication Engineering

2002 - 2006

Completed B.Tech in Electronics and Communication Engineering from 2002 to 2006.

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