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Madhav Kumar

@madhavkumar

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I analyse firm-level and policy data to produce rigorous economic insights and decision-ready reports.

India

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What I'm looking for

I'm seeking an analytical role where I can work with large-scale economic or policy data, build rigorous reproducible analysis, and turn quantitative findings into decision-ready reports.

I've analysed large-scale manufacturing data at Ahmedabad University, building harmonised firm-level panels across CMIE Prowess and ASI vintages. I computed and validated measures including GVA, profit, employment, wages, fixed capital, and fuel expenditure using Stata and Excel.

Across research and policy internships, I've cleaned complex datasets, investigated institutional bottlenecks, and translated findings into policy briefs and reports. My projects use Python, Pandas, NumPy, econometrics, regression modelling, and Random Forest analysis to study manufacturing recovery and female employment in India.

Experience

Work history, roles, and key accomplishments

Summer Research Intern

Ahmedabad University

May 2026 - Jul 2026 (2 months)

Analysed large-scale firm-level data from CMIE Prowess and ASI to study financial and operating performance of manufacturing firms. Built and harmonised firm-level panels across ASI vintages, reconciling inconsistent data structures, blocks, and variable definitions.

Stata Excel CMIE Prowess Database ASI Data Cleaning Data Harmonization financial data analysis

Founder's Office Intern

Rishihood University

Jul 2025 - Aug 2025 (1 month)

Conducted quantitative research using large-scale district court datasets to identify operational bottlenecks, backlogs, and efficiency trends. Processed, cleaned, and analysed secondary datasets to generate structured insights for institutional and policy decision-making.

Quantitative Research Data Cleaning Data Analysis Policy Briefs Reporting

Project Intern

Entrepreneurs Association of India

Jan 2025 - Apr 2025 (3 months)

Conducted research and data analysis supporting entrepreneurship policy initiatives and nationwide outreach programmes. Coordinated with institutions and organisations while maintaining structured records of partnerships, programmes, and MoUs.

Research Data Analysis Project Tracking Coordination Stakeholder Communication