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Strategic Advisor | AI Governance, Risk & Technical Safety Architect | Bridging Ethical Policy with Technical Integrity | Expert in NIST RMF, ISO 42001 & EU AI Act | Speaker | Author
Effective AI Governance is the bridge between a visionary policy and a high-performance, resilient reality. With 25+ years of technical leadership, I specialize in moving enterprises beyond "ethical intent" towards Systemic Integrity. My career is built on a deep foundation in Predictive Analytics, Machine Learning (ML), Classical AI and Generative AI, coupled with a unique ability to bridge peer-reviewed research into production-grade systems. I ensure that governance, risk management, and regulatory compliance are engineered into the AI lifecycle before the first line of code is written. As an Executive Leader and Product Strategist, I have pioneered the "Forensic" approach to AI. Key highlights of my work include: • Founding & Scaling: Established a world-class Responsible AI Center of Excellence (CoE) within global consulting. • Product Innovation: Conceptualized and launched 5 proprietary, cloud-based enterprise platforms, including the Responsible AI Toolkit, LLM Risk Manager, Explainable AI and Fair AI Services Platforms and Explainable Semantic Enterprise Search Engine. • AI & ML Leadership: Extensive experience leading AI/ML Engineering and Data Science teams in building advanced Predictive Analytics and Machine Learning solutions for complex global transformation programs. • Regulatory Engineering: Architecting workflows to ensure stringent alignment with the EU AI Act, NIST AI RMF, and ISO/IEC 42001. Currently, I work with global organizations to operationalize Responsible AI through: • AI Lifecycle Governance: Designing systemic accountability frameworks and risk-management stage-gates across Predictive and Generative AI. • Technical Implementation: Engineering safety guardrails, forensic traceability, and adversarial red-teaming. • Continuous Monitoring: Implementing real-time observability to detect bias, drift, and ethical boundary breaks
University of Calcutta
M.Sc., Economics, with specialization in Statistics & Econometrics
January 1, 1998 – January 1, 2000
Presidency College, University of Calcutta
B.Sc. (Honours), Economics
January 1, 1995 – January 1, 1998
Gokhale Memorial Girls' High School, Calcutta
Higher Secondary, Pure Science with Statistics
January 1, 1993 – January 1, 1995
Bidya Bharati Girls' High School, Calcutta
Secondary
January 1, 1986 – January 1, 1993
Stealth
Founder & CEO
March 1, 2026 – Present
Bengaluru, Karnataka, India · Remote
Independent Advisory
Strategic Advisor | AI Governance & Technical Safety
March 1, 2026 – Present
Bengaluru, Karnataka, India
EY
Executive Director & Responsible AI Leader, AI & Data Practice @ EY GDS Consulting
February 1, 2024 – March 1, 2026
Bangalore Urban, Karnataka, India
Accenture
Managing Director, Lead - Responsible AI Center of Excellence at Accenture
December 1, 2021 – December 1, 2023
Accenture
Associate Director & Lead, Responsible AI Center of Excellence at Accenture ATCI
June 1, 2021 – November 1, 2021
Accenture
Senior Manager, Applied AI R&D Lead and AI CoE Lead for a US Telecommunications Conglomerate client
January 1, 2019 – June 1, 2021
Accenture
Senior Manager & Lead, Artificial Intelligence and Machine Learning at Accenture Technology
December 1, 2017 – January 1, 2019
IBM
GM / Senior Managing Consultant, Advanced Analytics CoC, Cognitive & Analytics Consulting at IBM GBS
April 1, 2016 – November 1, 2017
IBM
DGM / Managing Consultant, Advanced Analytics CoC, Business Analytics & Strategy (BA&S) at IBM GBS
June 1, 2012 – March 1, 2016
IBM
Senior Manager, Research & Analytics at IBM Global Process Services
August 1, 2009 – June 1, 2012
First American (India)
Technical Lead, FARETS (First American Real Estate Tax Services Inc.) Analytics
September 1, 2007 – August 1, 2009
Bengaluru, Karnataka, India
SymphonyIRI Group
Senior Consultant, IRI (Information Resources Inc.) Analytics Insights Group
September 1, 2004 – August 1, 2007
Bengaluru, Karnataka, India
GE Capital
Business Analyst, GE ERC (Employer's Reinsurance Corporation)
October 1, 2002 – December 1, 2003
Bengaluru, Karnataka, India
The Energy and Resources Institute
Research Associate, Energy Reforms
November 1, 2000 – September 1, 2002
Greater Delhi Area
Neural Networks and Deep Learning
Coursera Course Certificates
June 24, 2026 – Present
Cultural Fit Analysis
The candidate's career trajectory shows a strong inclination towards leadership, innovation, and establishing new practices (e.g., Responsible AI CoE). Their experience across multiple large consulting firms indicates adaptability to diverse corporate cultures. However, the target role of 'Data Analyst' might be a significant step down from their current and recent leadership roles in AI strategy and governance, potentially leading to a mismatch in expectations regarding scope and influence. While their analytical background is strong, the recent focus has been on high-level strategic AI rather than hands-on data analysis, which could be a cultural fit challenge for a pure analyst role.
Soft Skills & Operational Fit
The candidate's extensive experience in leadership, building teams, and driving strategic initiatives suggests strong soft skills in communication, collaboration, and strategic thinking. Their background in consulting implies adaptability and client-facing proficiency. The focus on AI governance and ethical considerations aligns with a responsible and structured operational approach.