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Pankaj Nagpal

GenAI & Data Science Manager | Applied AI, LLMs & Data Science | Pricing | Forecasting | Optimization | Causal Inference | Masan Group | Ex-Amazon, Ex-Kabbage (Amex)

Bengaluru

10+ years of work experience

Masan Group
Aug 20233 yrs 3 mosPresent

Ho Chi Minh City, Vietnam

Ula
May 20221 yr 3 mosJul 2023

Jakarta, Indonesia

Amazon
May 20202 yrs 1 moMay 2022

Bengaluru, Karnataka, India

Kabbage from American Express
Apr 20182 yrs 2 mosMay 2020

- Credit risk model- Developed a framework to predict the delinquency roll rate of the customer from the initial stage of their delinquency to the later stage - Strategy formation and revamping the collection process - Forecasting and tracking key delinquency and portfolio metrics - Regular deep-dive analysis to ensure key stakeholders are aware of portfolio health
Magicpin- Samast Technologies
Jun 20152 yrs 2 mosJul 2017

Gurgaon, India

- Identifying, researching and targeting new business prospects. - Responsible for setting up a sales operation vertical. - Producing monthly pipeline reports for management purposes. - Analysing company growth on a daily basis.

Pankaj’s AI Stack

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Education

Walsh College

Master of Science - MS, Machine Learning and Artificial Intelligence

Walsh College

20252 yrs2027
Praxis Business School

PGP, Data Science

Praxis Business School

20171 yr2018

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Headline

GenAI & Data Science Manager | Applied AI, LLMs & Data Science | Pricing | Forecasting | Optimization | Causal Inference | Masan Group | Ex-Amazon, Ex-Kabbage (Amex)

About

Data Science and AI professional with nearly 10 years of experience in developing, deploying, and architecting data-driven and AI solutions across growth, product, risk, retail, and supply chain. I have worked with startups like magicpin and Kabbage, as well as global organizations including Amazon and Masan Group. Experienced in designing and architecting end-to-end machine learning and AI solutions, from problem definition and model development to deployment, scalability, and productionization. Hands-on experience with machine learning, LLM-based applications, Retrieval-Augmented Generation (RAG), AI agents, and Generative AI. Passionate about solving complex business problems by building scalable, production-ready AI and data solutions.

Location

Bengaluru

AI stack

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Work experience

Staff - Data Science and AI at Masan Group, Aug 2023 - Present · 3 yrs 3 mos, Ho Chi Minh City, Vietnam

Lead Data Scientist- Strategy at Ula, May 2022 - Jul 2023 · 1 yr 3 mos, Jakarta, Indonesia

BIE - Product Analytics at Amazon, May 2020 - May 2022 · 2 yrs 1 mo, Bengaluru, Karnataka, India

Data Scientist at Kabbage from American Express, Apr 2018 - May 2020 · 2 yrs 2 mos, - Credit risk model- Developed a framework to predict the delinquency roll rate of the customer from the initial stage of their delinquency to the later stage - Strategy formation and revamping the collection process - Forecasting and tracking key delinquency and portfolio metrics - Regular deep-dive analysis to ensure key stakeholders are aware of portfolio health

Associate at Magicpin- Samast Technologies, Jun 2015 - Jul 2017 · 2 yrs 2 mos, Gurgaon, India, - Identifying, researching and targeting new business prospects. - Responsible for setting up a sales operation vertical. - Producing monthly pipeline reports for management purposes. - Analysing company growth on a daily basis.

Education

Master of Science - MS, Machine Learning and Artificial Intelligence, Walsh College

PGP, Data Science, Praxis Business School

Pankaj Nagpal - Staff - Data Science and AI in Bengaluru | Tal