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Ankesh JainAJ
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Ankesh Jain

@ankeshjaintkg

Senior Data Engineer at McKinsey & Company who cut data processing from 2–3 days to 45–60 minutes across 20+ pipelines.

India
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At McKinsey & Company, I designed and implemented data architecture connecting SQL Server, S3, and Excel with Azure Data Factory and Databricks. The pipelines support approximately 100 GB of data, and I reduced processing time from 2–3 days to about 45–60 minutes.

I’ve also developed Power BI reports and Tableau dashboards for business reporting, and implemented automated data-quality checks. I contributed to a CrewAI-based finance reporting pilot using Azure OpenAI, embeddings, and custom Python tools.

Experience

Work history, roles, and key accomplishments

McKinsey & Company logoMC
Current

Senior Data Engineer

Jan 2024 - Present (2 years 9 months)

Designed and implemented end-to-end data architecture integrating SQL Server, S3, and Excel with Azure Data Factory and Databricks, supporting ~100 GB of data across 20+ ETL/ELT pipelines. Reduced processing time from 2-3 days to 45-60 minutes and enabled ~30 Power BI reports and 70 Tableau dashboards for ~500 users.

McKinsey & Company logoMC

Power BI Consultant

May 2020 - Dec 2021 (1 year 7 months)

Developed 5 Power BI reports and 10 Alteryx workflows for ETL and data preparation, and built 20 Tableau dashboards used by ~50 stakeholders. Gathered requirements and translated business needs into reporting solutions.

CL

Software Engineer

CloserLook Digital Software Pvt. Ltd.

Oct 2017 - Sep 2018 (11 months)

Developed ETL packages and T-SQL solutions for data integration and reporting. Built Power BI and Google Charts dashboards and application queries based on design documents.

IL

Associate Software Engineer

Imbibe Technologies Pvt. Ltd.

Feb 2017 - Aug 2017 (6 months)

Developed ETL and T-SQL solutions for BI projects for US clients using SSIS and .NET. Worked on Power BI dashboards, BI development, data preparation, and deployment.

MAQ Software logoMS

Assistant Software Engineer

MAQ Software

May 2016 - Dec 2016 (7 months)

Developed Power BI dashboards and supported Power BI Gateway configuration. Performed SQL-based data transformation/ETL and developed stored procedures for upstream data preparation.

Education

Degrees, certifications, and relevant coursework

JT

Jai Narain College of Technology

Bachelor of Engineering, Computer Science and Engineering

2011 - 2015

Bachelor of Engineering in Computer Science and Engineering from Jai Narain College of Technology, Bhopal, from September 2011 to June 2015.

MI

Microsoft

DAT207x - Analyzing and Visualizing Data with Power BI, Data Analysis

Completed the Microsoft DAT207x course on Analyzing and Visualizing Data with Power BI.

Harvard University logoHU

Harvard University

CS50x - Introduction to Computer Science, Computer Science

Completed the Harvard CS50x course on Introduction to Computer Science.

University of Colorado logoUC

University of Colorado

Data Warehouse, Data Warehousing

Completed a course on Data Warehouse from the University of Colorado.

MI

Microsoft

Querying Microsoft SQL Server 2012/2014, Database

Completed a course on Querying Microsoft SQL Server 2012/2014.

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