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Aparna BhartiAB
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Aparna Bharti

@aparnabharti

Data Analyst at Global Pantry Grocery and former S&P Global M&A analyst who improved financial data workflows and managed metadata in Collibra.

India
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At Global Pantry Grocery, I researched food markets to support expansion planning and set up governance foundations, including standard procedures and internal control workflows. I also built basic Power BI dashboards and interactive Excel reports to monitor performance metrics and KPIs.

At S&P Global Inc., I researched and captured M&A transaction data from financial statements and regulatory filings, then checked reporting against GAAP and IFRS principles. I worked with financial advisors and other stakeholders to confirm transaction data accuracy.

I led internal audits of banking-sector M&A datasets, identified 10+ discrepancies, and developed control procedures and QA protocols. During a LEAN exercise, I removed 2–3 unnecessary process stages, and I led BOT-tool automation projects for data mapping.

I maintained M&A metadata in Collibra, including business glossaries, data quality rules, lineage and issue workflows. I also supported ETL and UAT work, tested chatbot prompts, used SQL and Python for data checks, and trained and mentored junior analysts.

Experience

Work history, roles, and key accomplishments

S&P Global Inc. logoSI

Data Analyst – M&A

Mar 2022 - Jun 2025 (3 years 3 months)

Researched and captured M&A transaction data for banking, insurance, fintech and mining from financial statements and regulatory filings. Led internal audits, developed control procedures, and supported automation and metadata management in Collibra.

AL

Quality Analyst – General Business & Finance

Acadecraft Pvt. Ltd.

Jul 2021 - Feb 2022 (7 months)

Identified discrepancies through fact-checking and research across digital and blended content. Developed QA protocols and supervised LMS integration and functionality testing.

AL

Subject Matter Expert – Edtech & E-learning

Acadecraft Pvt. Ltd.

May 2020 - Jun 2021 (1 year 1 month)

Assisted the data quality team in building checklists and coordinated with data governance to assess risks. Executed data management projects and analyzed legal and educational documents for compliance.

Education

Degrees, certifications, and relevant coursework

Amity University logoAU

Amity University

MBA, Finance and Marketing

MBA in Finance and Marketing from Amity University, Noida, completed in November 2021.

University of Petroleum and Energy Studies logoUS

University of Petroleum and Energy Studies

BBA, Financial Services and Marketing

BBA in Financial Services and Marketing from the University of Petroleum and Energy Studies, Uttarakhand, completed in May 2018.

NI

NISM

Mutual Funds Series V-B Certification, Mutual Funds

Mutual Funds Series V-B Certification from NISM.

UG

UGC

UGC-NET, Education

UGC-NET Qualified for Assistant Professor.

IC

ICAI

IT and Orientation Program, Information Technology

IT and Orientation Program from ICAI.

GC

German Language A1 Certification

A1 Certification, German Language

German Language A1 Certification.

Tech stack

Software and tools used professionally

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