Prashant Singh
Senior Data Engineer (Risk, Finance & AI/ML) | Building AtomSQL & AtomIngest | Python & AWS
- Role
- Senior Software Engineer Senior Data Engineer at Nomura Asset Management International
- Location
- Gurugram, HR, IN
- LinkedIn followers
- 500 followers
About Prashant Singh
I am a Senior Risk Data Engineer with over 11 years of experience bridging the gap between quantitative finance, AI/ML, and distributed systems engineering.Unlike traditional data engineers, I view pipelines through the lens of financial risk. Holding an Applied Financial Risk Management (AFRM) certification from IIM Kashipur, I understand the mathematical and regulatory nuances behind the data I move—whether it’s for Credit Risk scoring, ECL estimation, or IFRS9/Basel compliance.I am a passionate builder and open-source advocate. Beyond using standard industry tools, I architect my own. I am currently developing AtomSQL (a lightweight, async-ready ORM) and AtomIngest (a custom data ingestion framework), demonstrating my commitment to understanding database internals and Python metaprogramming at a granular level.What I bring to the table: Risk-Aware Engineering: Designing pipelines that prioritize data lineage, accuracy, and auditability required for regulatory reporting. The \"Builder\" Mindset: I don\'t just glue tools together; I build robust frameworks (Atom Ecosystem) to solve complex integration challenges. Cloud & AI-Ready Scale: Deep expertise in AWS (Redshift, Glue), PySpark, and Airflow, now expanding into AI/ML workflows to build the next generation of intelligent risk platforms.Currently advancing my expertise through an AI/ML Diploma at Bangalore, with a focus on applying Machine Learning and Generative AI to financial data modeling.Open to connecting regarding Data Engineering, Risk Platforms, and AI-driven Fintech Architecture.
Experience
Senior Software Engineer Senior Data Engineer
Nomura Asset Management International
Dec 2025 — Present · Gurugram, IN
Education
Indian Institute of Management Kashipur
Executive Development Program in Financial Data Analytics, Financial Mathematics
International Institute of Information Technology Bangalore
Executive Diploma in Machine Learning and AI , Artificial Intelligence | Machine Learning
Anand Engineering College(SGI)
Anand Engineering College, Agra, Computer Science
Indian Institute of Management Kashipur
Executive Development Program in Applied Financial Risk Management, Financial Engineering
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