---
title: "Dumpi Pradhan - AVP in Mumbai | Tal"
description: "Meet Dumpi Pradhan, Data Engineering Lead | AWS/Databricks/Snowflake | Scaling Teams | AI-Driven Architecture based in Mumbai. AI stack includes github copilot, openai, and githubcopilot."
image: "https://tal.club/meet/dumpishree-pradhan/share-image"
---

# Dumpi Pradhan on Tal

## Headline

Data Engineering Lead \| AWS/Databricks/Snowflake \| Scaling Teams \| AI\-Driven Architecture

## About

Data Engineering Leader \| 15\+ Years \| FinServ at Scale \| Cloud Migration Architect I lead cross\-functional engineering teams to deliver enterprise\-grade data platforms that drive business transformation\. Currently at JPMorgan Chase, I own end\-to\-end P&L for Credit Risk data infrastructure—architecting, executing, and scaling systems that process billions of transactions daily\. What I Do: • Build Data Teams: Hired, trained, and manage 3\-4 engineers; promoted to Technology Lead in 4 years by demonstrating both technical excellence and leadership • Architect at Scale: Led AWS cloud migration of Loan IQ P2P feed \(Kafka → PySpark → Databricks → Snowflake\), achieving 40% latency reduction while maintaining FinServ compliance • Drive Innovation: Architected FDLPilot, JPMC's MCP Server integrating Claude Opus for AI\-assisted SQL generation and data reconciliation—eliminating 2\-3 weeks of manual effort per quarterly cycle • Deliver Reliability: Maintained zero production\-critical defects across 4\+ consecutive quarters in high\-stakes financial environment Tech Stack: AWS \(EC2, S3, EMR, Glue, Athena, Lambda\) \| Kafka \| PySpark \| Databricks \| Snowflake \| Delta Lake \| Apache Airflow \| Python \| SQL \| Terraform Career Trajectory: Starting as a Senior Engineer, I've grown into a Technology Lead by combining hands\-on technical contributions with team building and stakeholder leadership\. Accountable to VPs and Managing Directors\. Ready to scale toward Senior Director / VP of Data Engineering\. What I'm Looking For: Data Engineering Lead role at high\-growth company \(FinServ, Big Tech, or data\-focused startup\) where I can lead platform architecture AND scale the team\. Remote\-friendly or open to relocation for the right opportunity\. Let's connect if you're building world\-class data systems\.

## Location

Mumbai

## AI stack

github copilot

openai

githubcopilot

ChatGPT

## Work experience

AVP at JPMorgan Chase & Co\., Oct 2020 \- Present · 6 yrs 2 mos, Mumbai, Full P&L ownership for Credit Risk data platform modernization\. Led multi\-year migration from on\-premise to AWS cloud\. Direct manager to 3\-4 engineers\. Accountable to VPs and Managing Directors for delivery, reliability, and technical architecture\. Engineering Leadership • Promoted to Technology Lead within 4 years by demonstrating technical excellence and team building • Manage hiring, onboarding, mentoring, and performance reviews for 3\-4 direct reports • Established engineering standards \(code review, CI/CD, testing\) adopted across teams • Delivered 100% on\-time quarterly roadmaps with zero P1 defects across 4\+ quarters Technical Architecture & Innovation • FDLPilot \(AI\-Powered MCP Server\): Architected JPMC's flagship MCP Server integrating Claude Opus with Loan IQ and Snowflake\. Automates SQL conversion and data reconciliation, eliminating 2\-3 weeks of manual effort per quarterly cycle\. • AWS Cloud Migration: Led P2P feed infrastructure migration from on\-premise to AWS\. Architected pipeline: Kafka → PySpark → Databricks → Snowflake → AWS Glue/Athena\. Achieved 40% reduction in data latency and eliminated critical on\-premise dependencies\. • Cloud Strategy: Designed solutions across EC2, S3, EMR, Glue, Lambda, Athena aligned to enterprise governance and FinServ compliance\. Technologies AWS \(EC2, S3, EMR, Glue, Lambda\) \| Kafka \| PySpark \| Databricks \| Snowflake \| Delta Lake \| Airflow \| Python \| SQL Business Impact 40% latency reduction \| Zero P1 defects \(4\+ quarters\) \| 100% on\-time delivery \| Best practices adopted across peer teams \| 2\-3x faster analysis cycles via FDLStudio

Senior Associate \(Data Engineering Track\) at BNP Paribas, Jul 2017 \- Sep 2020 · 3 yrs 3 mos, Mumbai Metropolitan Region, • Stepped up as acting team lead for Finance reporting track; chaired CCB architecture reviews • Automated regulatory reporting workflows via Python ETL, reducing Finance manual effort by \~40% • Delivered Finance Regional Compliance Report integrated into BAT dashboard; managed multi\-regional review cycles • Implemented data quality frameworks via Oracle PL/SQL; tuned SAP ECC performance for peak reporting periods

Senior Consultant at Capgemini, May 2016 \- Jul 2017 · 1 yr 3 mos, Mumbai Metropolitan Region, • Delivered Finance RCR and Compliance Dashboard for British American Tobacco; led Finance data track • Implemented Oracle PL/SQL data quality frameworks and automated dashboard refresh processes • Managed multi\-regional team delivery across multiple reporting initiatives • Enhanced regulatory submission reliability through data validation and monitoring

Senior Systems Engineer at Infosys, Aug 2011 \- Apr 2016 · 4 yrs 9 mos, Pune, • Led SAP\-to\-EBS data migration for Telstra \(Telecom\)\. Managed 2 direct reports through high\-visibility production cutover\. • Authored high\-level and detailed design documents; developed AR/AP/Projects conversion programs\. • Built concurrent PL/SQL pricing simulation engine for Ricoh RQuote platform \(real\-time GLP calculations\)\. • Delivered data conversion, cleansing, and reconciliation for Ricoh Hikari Siebel\-to\-R12 migration\. • Supported Universal Life product re\-pricing at Northwestern Mutual\.

## Education

Bachelor of Technology \(B\.Tech\.\), CV Raman College of Engineering

B\.J\.B\. Junior College, Bhubaneswar

[View the original profile](https://tal.club/meet/dumpishree-pradhan)

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