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Shivani Srivastava

I help businesses make sharper decisions using Data Science, GenAI & Behavioral Insight | ISB | TERI | BHU | Economics

Gurugram

4+ years of work experience

ReNew
Oct 20261 moPresent

Gurugram

GENPACT
May 20242 yrs 3 mosJul 2026

Gurugram, Haryana, India

Led end-to-end development of unsupervised clustering models to segment risk profiles, driving key lending decisions for a B2B financial services client. Built scalable data pipelines & structured invoice-level data into a knowledge graph, improving risk assessment and decision-making for financial analysts. Analyzed terabytes of financial transaction data, identifying payment patterns and anomalies that reduced overdue risks by 20%. Designed dashboards & KPI frameworks to track product performance, ensuring a single source of truth for stakeholders. Presented insights to finance, operations & strategy teams, translating complex analytics into actionable business recommendations. Collaborated cross-functionally with engineers and data teams to integrate AI-driven insights into operational workflows.
Council on Energy, Environment and Water (CEEW)
Feb 20242 mosMar 2024

New Delhi, Delhi, India

• Developed dashboards for Early Warning System for domestic Air Pollution in Delhi NCR. • Applied Synthetic Control Method to evaluate efficacy of GRAP scheme in Delhi. • Collaborated with team to analyze data and present findings to stakeholders.
Indian School of Business
Sep 20212 yrs 5 mosJan 2024

Hyderabad, Telangana, India

Designed and executed data-driven research on consumer behavior, leveraging eye-tracking analysis to study advertisement engagement patterns. Performed deep-dive analytics on career transitions through long-form interviews, uncovering key psychological and behavioral triggers. Investigated stereotype formation mechanisms using text sequencing models, applying Bayesian techniques to analyze cognitive biases. Updated and optimized interactive analytics applications in R Shiny and Python Streamlit, enhancing data visualization for MBA and Executive training. Developed learning material on Marketing Research & Machine Learning, later adapted to Generative AI applications in Business, driving executive education in AI-driven decision-making.
Ashoka Trust for Research in Ecology and the Environment
Jun 20203 mosAug 2020

Remote

• Conducted literature review on adoption of UN-System of Environment-Economic Accounting globally. • Compared metrics and methods for forestry, fisheries, and agriculture accounting systems. • Analyzed data to identify trends and gaps in international environmental accounting standards. Output in the form of a report.

Shivani’s AI Stack

claude code
claude code
gemini
gemini
hugging face
hugging face
langsmith
langsmith
notebooklm
notebooklm
openai
openai

Education

Indraprastha Institute of Information Technology, Delhi

Post Graduate Diploma, Data Science in Health and Climate Change for Social Impact

Indraprastha Institute of Information Technology, Delhi

20241 yr2025
TERI School of Advanced Studies

Master's degree, Economics

TERI School of Advanced Studies

20192 yrs2021

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Headline

I help businesses make sharper decisions using Data Science, GenAI & Behavioral Insight | ISB | TERI | BHU | Economics

About

I collect strange questions and try to answer them with data.

Location

Gurugram

AI stack

claude code

gemini

hugging face

langsmith

notebooklm

openai

Work experience

Deputy manager at ReNew, Oct 2026 - Present · 1 mo, Gurugram

Data Engineer at GENPACT, May 2024 - Jul 2026 · 2 yrs 3 mos, Gurugram, Haryana, India, Led end-to-end development of unsupervised clustering models to segment risk profiles, driving key lending decisions for a B2B financial services client. Built scalable data pipelines & structured invoice-level data into a knowledge graph, improving risk assessment and decision-making for financial analysts. Analyzed terabytes of financial transaction data, identifying payment patterns and anomalies that reduced overdue risks by 20%. Designed dashboards & KPI frameworks to track product performance, ensuring a single source of truth for stakeholders. Presented insights to finance, operations & strategy teams, translating complex analytics into actionable business recommendations. Collaborated cross-functionally with engineers and data teams to integrate AI-driven insights into operational workflows.

Research Intern at Council on Energy, Environment and Water (CEEW), Feb 2024 - Mar 2024 · 2 mos, New Delhi, Delhi, India, • Developed dashboards for Early Warning System for domestic Air Pollution in Delhi NCR. • Applied Synthetic Control Method to evaluate efficacy of GRAP scheme in Delhi. • Collaborated with team to analyze data and present findings to stakeholders.

Research Assistant at Indian School of Business, Sep 2021 - Jan 2024 · 2 yrs 5 mos, Hyderabad, Telangana, India, Designed and executed data-driven research on consumer behavior, leveraging eye-tracking analysis to study advertisement engagement patterns. Performed deep-dive analytics on career transitions through long-form interviews, uncovering key psychological and behavioral triggers. Investigated stereotype formation mechanisms using text sequencing models, applying Bayesian techniques to analyze cognitive biases. Updated and optimized interactive analytics applications in R Shiny and Python Streamlit, enhancing data visualization for MBA and Executive training. Developed learning material on Marketing Research & Machine Learning, later adapted to Generative AI applications in Business, driving executive education in AI-driven decision-making.

Research Intern at Ashoka Trust for Research in Ecology and the Environment, Jun 2020 - Aug 2020 · 3 mos, Remote, • Conducted literature review on adoption of UN-System of Environment-Economic Accounting globally. • Compared metrics and methods for forestry, fisheries, and agriculture accounting systems. • Analyzed data to identify trends and gaps in international environmental accounting standards. Output in the form of a report.

Education

Post Graduate Diploma, Data Science in Health and Climate Change for Social Impact, Indraprastha Institute of Information Technology, Delhi

Master's degree, Economics, TERI School of Advanced Studies

Public links

github: https://github.com/Shivani-Srivastava

shivani-srivastava.github.io: https://shivani-srivastava.github.io/