Shantanu Roy
Pincipal Architect - Financial Services,uk (Ml & Ai) @Capgemini
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WORK HISTORY
Pincipal Architect - Financial Services,uk (Ml & Ai) @Capgemini
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
Jadavpur University
Bsc, Physics (National scholarship)
IÉSEG School of Management
Strategy Exchange Prgm, Field consulting and International Relations
XLRI Jamshedpur
PGDGM, Marketing & Strategy
Jadavpur University
Master of Computer Applications - MCA
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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