Summary
Overview
Work History
Education
Skills
Certification
Awards
Websites
Timeline
Generic
ARPIT TRIVEDI

ARPIT TRIVEDI

Senior Data Engineering Manager
Sydney,NSW

Summary

Senior Data Engineering Manager and Data Platform Architect with over 10 years of experience in building scalable enterprise data platforms. Proven track record in data modeling, ETL, and cloud-native architectures, achieving a 35% improvement in reliability and 25% optimization of cloud spend. Seeking engineering leadership or Data Architect roles.

Overview

1
1
Certification
11
11
years of professional experience

Work History

Senior Data Engineering Manager

Physics Wallah
Noida
07.2023 - Current

• Owned quarterly roadmaps for 15+ concurrent data initiatives, aligning product, analytics, and leadership stakeholders, and delivering predictable releases across 6+ business units with 99% platform uptime, supported by AI-assisted planning and delivery tracking.
• Directed the end-to-end migration of 800+ in-house data workflows to Snowflake, collaborating with cross-functional teams to deliver a secure, scalable, and high-performing cloud data platform.
• Established platform governance and engineering standards across 150+ pipelines and 4,000+ datasets, improving reliability by 35% and optimizing cloud spend by 25% using AI-driven quality monitoring and cost insights.
• Architected a centralized Lakehouse platform using Medallion Architecture, enabling scalable, analytics-, and AI-ready data processing.
• Built scalable ingestion frameworks using JDBC, Debezium, Kafka, and Spark, reducing latency by 40%, maintaining 99.9% uptime, and supporting near-real-time reporting across 5+ business units.
• Optimized analytics workloads with Trino, Iceberg, and dbt on S3, reducing query costs by 85%, and enabling faster experimentation for analytics and AI use cases.

• Collaborated with cross-functional teams to define project requirements and specifications.

Senior Principal Engineer

Bharti Airtel (Wynk)
Gurugram
02.2022 - 06.2023
  • Built a scalable user feature store using Spark, powering real-time, personalized song recommendations for 50M+ users, and actively leveraged by the Data Science team.
  • Led data warehouse modernization (Redshift, BigQuery) to enhance reporting and decision-making.
  • Led the implementation of GDPR-compliant data governance and IAM controls, and developed audit pipelines with Deequ and Great Expectations, reducing data loss by 30% and enabling proactive alerts for quality anomalies across critical systems.
  • Collaborated with engineering, product, and analytics teams to drive data-driven strategies and innovation.
  • Generated engineering documentation and oversaw design projects.

Lead Data Engineer

Paytm (One97 Communication)
05.2018 - 02.2022
  • Led data platform migration from in-house to AWS Cloud, migrating 100+ TB of data to Glacier and 300+ ETL jobs to the new platform.
  • Built and led a 10-member team (DAAS & Platform), optimizing OLAPs, data models, and ensuring a scalable, production-grade platform.
  • Designed HLDs & LLDs for system performance, Apache Atlas (Lineage), GDS, logging, schema generation, and volumetric analysis.

System Engineer / Data Engineer

Tata Consultancy Services
12.2015 - 05.2018
  • Developed Big Data pipelines for clients, enabling scalable feature creation and analytics.
  • Created Hive tables to manage structured data from UNIX, Oracle, and multiple portfolios, optimizing storage and retrieval.
  • Built BI reports using multi-threaded Sqoop, exporting data to HDFS and Hive for analysis.

Education

B.Tech - Computer Science and Engineering

Jaypee Institute of Information And Technology
Noida, India
07-2015

Senior Secondary Education -

Sir Padampat Singhania Education Center
Kanpur, India
03-2010

High School Education -

B.N.S.D. Siksha Niketan Inter College
Kanpur, India
03-2008

Skills

  • Data modeling: OLTP, OLAP, star/snowflake, medallion architecture
  • SQL proficiency (advanced query tuning, window functions)
  • System design: HLD, LLD, documentation, SOLID principles
  • ETL tools: Airflow, dbt, Kafka, Apache Spark, Kafka Streams, Spark Structured Streaming
  • Near real-time dashboards and alerting
  • Big data: Lake house, warehouse systems
  • Big data tools: Apache Spark, Hadoop, Hive
  • Lakehouse architectures: Redshift, Trino, Delta Lake, S3
  • AWS: Kubernetes, S3, EMR, Redshift, Glue
  • GCP: BigQuery
  • RDBMS: Oracle, MySQL, PostgreSQL
  • NoSQL: MongoDB
  • API management: FastAPI/Swagger, secure gateway design, and microservices
  • Team leadership and mentoring: 15 or more data engineers
  • Agile/Scrum delivery: PSM certified
  • Cross-functional collaboration

Certification

  • AWS Certified Solutions Architect - Professional — 2025-01
  • Oracle Certified Professional, Java SE 6 — August 2014
  • Professional Scrum Master (PSM) — 2023-01

Awards

RockStar Award — 2023, Physics Wallah, Hall of Fame — 2020, Paytm, Best Innovator — 2017, TCS

Timeline

Senior Data Engineering Manager

Physics Wallah
07.2023 - Current

Senior Principal Engineer

Bharti Airtel (Wynk)
02.2022 - 06.2023

Lead Data Engineer

Paytm (One97 Communication)
05.2018 - 02.2022

System Engineer / Data Engineer

Tata Consultancy Services
12.2015 - 05.2018

B.Tech - Computer Science and Engineering

Jaypee Institute of Information And Technology

Senior Secondary Education -

Sir Padampat Singhania Education Center

High School Education -

B.N.S.D. Siksha Niketan Inter College
ARPIT TRIVEDISenior Data Engineering Manager