Imtiazx
Data Scientist @ Accenture | Generative AI, Responsible AI
- Role
- Data Scientist at Accenture
- Location
- Kolkata, WB, IN
- LinkedIn followers
- 500 followers
About Imtiazx
Just here to learn and share.
Experience
Data Scientist
May 2022 — Present
Multi-user conversational AI for Engineering PLM and ERP (Ongoing)• Developing a multi-user conversational platform with RAG and domain-specific validation.• Enabling natural language queries for Bill of Materials data in Siemens Teamcenter and SAP.• Advancing practical human-AI collaboration in engineering design workflows.Scaling Generative AI Framework• Built a multi-dimensional framework for scaling GenAI across computational, architectural, deployment, and operational layers.• Analyzed LLM lifecycle management, hardware efficiency, modular agent design, and LLMOps pipelines.• Delivered generalizable insights for enterprise and academic scaling of GenAI systems.GenAI Validation for Network and Capital Projects• Built a cross-modal validation system aligning survey text with site images, reducing manual effort by 75% and preventing 1500+ annual errors.Industrial GenAI Research and Solution Design• Led GenAI research across industrial domains covering regulations, ROI, adoption, and integration.• Automated document analysis, design simulation, and knowledge extraction for reusable internal assets.• Published 25+ internal experiments to support solution design and knowledge sharing.• Supported strategic proposals and RFP/RFI responses by embedding GenAI into Industry X solutions.GenAI Experimentation and Responsible AI• Built experimentation methodologies for GenAI across engineering subdomains.• Developed a Responsible AI framework aligned with global regulations.• Assessed risks and improved safe deployment across 100+ ML and GenAI systems.Applied ML for Water Infrastructure Analytics• Applied ML and DL for lead contamination detection with 85% accuracy.• Built anomaly detection for flow meter faults to reduce water loss and revenue leakage.• Used survival analysis to estimate asset lifetimes and guide timely pipe repair decisions.
Education
Presidency University, Kolkata, India
M. Sc.
University of Calcutta
B. Sc. (Hons.)
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