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Pronoy DebdasPD
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Pronoy Debdas

@pronoydebdas

I build company-wide multi-agent GenAI, RAG, and ML systems for manufacturing, finance, supply chain, and sales.

India
Message

I've spent seven years at Asian Paints, progressing from analytics into architecting production GenAI systems used across the company.

I built Agent SAI, a multi-agent sales intelligence platform that unifies eight-plus enterprise datasets with natural-language querying, RAG, analytics, reporting agents, and RBAC for 150+ users.

I also built FinSathi, a Teams and WhatsApp finance assistant with SAP workflows and NL-to-SQL, adopted by 1,000+ users and reducing manual reporting time by about 60%. My work includes multimodal invoice-fraud detection and an XGBoost recommendation engine that delivered roughly 2% material-cost reduction on targeted SKUs.

Across manufacturing, I’ve delivered anomaly detection, batch-quality forecasting, digital twins, data pipelines, and operator recommendations. I take end-to-end ownership from data engineering through FastAPI deployment, using Python, SQL, PySpark, Azure, Databricks, and modern LLM tooling.

Experience

Work history, roles, and key accomplishments

AP
Current

AI Engineer / Data Scientist (GenAI)

Asian Paints

Jul 2025 - Present (1 year 3 months)

Architected a multi-agent GenAI platform unifying 8+ enterprise datasets with natural-language querying and RBAC, rolled out across 150+ users. Built a multi-channel GenAI assistant with SAP-integrated workflows and NL-to-SQL, adopted by 1000+ users, cutting manual reporting time ~60%.

AP

Assistant Manager — Data Science & Data Engineering

Asian Paints

Jun 2023 - Jun 2025 (2 years)

Spearheaded the Manufacturing Analytics initiative with predictive and real-time anomaly-detection models, deploying an end-to-end solution identifying faulty paint batches. Improved batch consistency and provided operators with equipment setting recommendations through deployed models.

AP

Programmer Analyst → Senior Executive → Principal Executive

Asian Paints

Jul 2019 - Jun 2023 (3 years 11 months)

Implemented manufacturing analytics with factory digital twins on Sight Machine and built paint batch-quality forecasting models. Implemented range-based sharding improving database performance by 92% and built scalable data pipelines across SQL, CSV, and OPC time-series sources.

Education

Degrees, certifications, and relevant coursework

NM

NMIMS — MPSTME, Mumbai

Master of Computer Applications, Computer Applications

Completed Master of Computer Applications (MCA) from NMIMS MPSTME, Mumbai in 2019.

TK

The Heritage Academy, Kolkata

Bachelor of Computer Applications, Computer Applications

Completed Bachelor of Computer Applications (BCA) from The Heritage Academy, Kolkata in 2016.

ME

MITx (edX)

Statistics · Probability · Statistical Data Analysis · Machine Learning, Statistics and Machine Learning

Completed a certification in Statistics, Probability, Statistical Data Analysis, and Machine Learning through MITx on edX.

DE

Deeplearning.io

Agentic AI, Agentic AI

Completed a certification in Agentic AI from Deeplearning.io.

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