Shantanu Roy

Pincipal Architect - Financial Services,uk (Ml & Ai) @Capgemini

Manchester, GB
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WORK HISTORY

Oct 2022 — Present

Pincipal Architect - Financial Services,uk (Ml & Ai) @Capgemini

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Manchester, GB

Principal architect (Bank)- Led and scaled a data science & ML team from 3 to 14 FTE for a major Uk bank, implementing end-to-end model migration using DataBricks and AWS in affordability and propensity space, resulting in validated revenue tracking of $12 bn and automated brand analytics for 23+ productsArchitect (Agrochemical )- Implement Issue Resolution intelligent workflow using Agent based LLMs in cloud (with feedback, Memory etc) for a major global Agrochemical company impacting $22 mn revenue incoming - End to end architecture of call and staffing workflow management processes in Aws using prediction modelling (Lstm, Sarima)- POCs on Llama 2 gpu based finetuning, non linear RAG impl, Bedrock model hosting- Databricks (delta table & ML pipelines using MLFlow)- Vertex AI (end to end Ml ops pipes)

EDUCATION

1998 — 2001

Jadavpur University

Bsc, Physics (National scholarship)

2011 — 2011

IÉSEG School of Management

Strategy Exchange Prgm, Field consulting and International Relations

N/A

XLRI Jamshedpur

PGDGM, Marketing & Strategy

2001 — 2004

Jadavpur University

Master of Computer Applications - MCA

2019 — 2020

International Institute of Information Technology Bangalore

PG Diploma in Data Science, AI and ML, Artificial Intelligence and Machine Learning

ABOUT SHANTANU ROY

A vibrant, multi-cloud architect, hands on data engineer, data scientist, Dev & ML Ops engineer having 17+ years of experience across the globe, serving fortune 500 clients in their cloud transformation journey. Authored articles, mentors individuals, volunteers in open source knowledge democratisation initiatives, solutions rfps, lectures in tech-talks and also makes short films - for fun.

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Shantanu Roy — Pincipal Architect - Financial Services,uk (Ml & Ai) at Capgemini in Manchester, GB | Unifers