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Ankur Tiwari

@ankurtiwari4

Data Engineering Manager at Alternative Path building data observability for 200+ production pipelines.

India
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At Alternative Path, I architected a proprietary data observability platform covering 200+ production pipelines across AWS. It became the organization’s source of truth for data health and informed $250M+ in client investment decisions.

I deployed freshness checks, schema drift detection, and automated alerting across production pipelines, reducing data quality incidents by 40%. I also built an engineering productivity measurement framework to help leadership assess tooling ROI and make resourcing decisions.

At Q2 Software, I built reusable Pandas-based validation and cleansing frameworks for client data migrations, delivering 100% accuracy across 15+ concurrent migrations. I also designed standardized transformation logic that reduced average delivery timelines by 20%.

Earlier, I engineered data platforms and warehouse systems at ATYETI Inc, ValueLabs LLP, KPI Partners India Pvt. Ltd., and ATMECS Inc. My work included a Content Data Lake platform, Snowflake warehouse migrations, and the Eureka enterprise data migration for Citrix.

Experience

Work history, roles, and key accomplishments

ValueLabs LLP logoVL

Systems Analyst

ValueLabs LLP

Sep 2020 - Apr 2021 (7 months)

Accelerated BI reporting refresh cycles by 25% by developing Python-based ETL scripts and automated SQL job scheduling workflows. Enabled enterprise-scale data transformation for 50M+ monthly health platform users using Databricks Spark and Azure Data Factory.

KPI Partners India Pvt. Ltd. logoKL

Senior Consultant

KPI Partners India Pvt. Ltd.

Feb 2019 - Sep 2020 (1 year 7 months)

Designed and governed end-to-end warehouse architecture for 3 enterprise clients migrating from Oracle and SQL Server to Snowflake on AWS, reducing ETL failures by 30%. Built a custom real-time monitoring solution for Spark jobs, reducing MTTR by 40%.

ATMECS Inc logoAI

Software Engineer

ATMECS Inc

Oct 2015 - May 2018 (2 years 7 months)

Delivered the Eureka enterprise data migration for Citrix, migrating petabyte-scale datasets into Redshift with zero data loss. Engineered a cloud-native self-healing monitoring system that reduced production incidents by 65%.

Education

Degrees, certifications, and relevant coursework

Centre for Development of Advanced Computing (C-DAC) logoCC

Centre for Development of Advanced Computing (C-DAC)

Post Graduate Diploma in Advanced Computing (PG-DAC), Advanced Computing

2015 - 2015

Completed a Post Graduate Diploma in Advanced Computing (PG-DAC) at ACTS C-DAC, Pune from February 2015 to August 2015.

RT

RustamJi Institute of Technology

Bachelor of Engineering, Information Technology

2010 - 2014

Earned a Bachelor of Engineering in Information Technology from RustamJi Institute of Technology, Tekanpur from September 2010 to June 2014.

Amazon Web Services (AWS) logoAA

Amazon Web Services (AWS)

AWS Certified Developer – Associate, Cloud Development

Earned the AWS Certified Developer – Associate certification.

Microsoft logoMI

Microsoft

Introduction to Programming Using Python, Programming

Completed the Microsoft certification: Introduction to Programming Using Python.

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