Experience

Where I've worked

Five years at Amazon building data platforms, preceded by SAP technology consulting at TCS — with graduate study at Texas A&M in between.

Professional experience
2021 – now

Data Engineer

Amazon

Five years building and operating data platforms on AWS, progressing across three organizations:

  • AWS Analytics EngineeringFeb 2025 – presentModernizing large-scale analytics pipelines — re-architected a business-critical usage & revenue pipeline from Redshift to Spark + Iceberg, built an observability data platform from scratch, and prototyped knowledge-graph memory for AI agents.
  • Intelligent Talent AcquisitionApr 2023 – Jan 2025Built data products for talent marketing — a self-service audience-segmentation engine (rule-tree → Spark SQL over 10M+ records) and globally configurable pipelines feeding a media-mix model across multiple countries.
  • Seller Partner SupportJul 2021 – Mar 2023Operational analytics for seller support — built a near-real-time routing-dashboard pipeline, revamped a legacy analytics ETL (PostgreSQL → AWS Glue/S3) that cut query time from hours to under a minute, and led a cost-efficiency initiative that brought the org to a green efficiency score.
2017 – 2019

SAP Technology Consultant

Tata Consultancy Services (TCS)

SAP technology consulting, following TCS's initial training programme.

  • Bekaert — manufacturing client, BelgiumJan 2018 – May 2019SAP Technology Consultant for the Belgian manufacturer. [Add modules, integrations, outcomes.]
  • TCS technology training programmeOct 2017 – Dec 2017Initial onboarding & training.
While studying at Texas A&M
Mar 2020 – May 2021

Student Administration Assistant

Texas A&M Health Science Center

Part-time role alongside graduate studies.

Sep 2019 – Mar 2020

Math Analyst

Mays Innovation Research Center

Part-time role alongside graduate studies.

Education
2019 – 2021

M.S., Management Information Systems

Mays Business School, Texas A&M University

CGPA 3.8 / 4.0

2013 – 2017

B.E., Electronics & Telecommunication Engineering

D. J. Sanghvi College of Engineering, University of Mumbai

CGPA 3.51 / 4.0 (converted)

Certifications
May 2025

CFA Program — Level I (Passed)

CFA Institute
Verify ↗
Nov 2022

AWS Certified Solutions Architect – Associate

Amazon Web Services
Verify ↗
Oct 2020

AWS Certified Cloud Practitioner

Amazon Web Services
Verify ↗
Publications
2017

Hardware Implementation of a Convolution Encoder

DJ Spark 2017 — D. J. Sanghvi College of Engineering