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Curriculum Vitae

Technical Leader • Inventor • Researcher

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Note: This is a public version with certain details removed for privacy. For a comprehensive resume including specific project metrics and contact details, please reach out via email or LinkedIn.

Work Experience

Data & Analytics Manager | Site Lead, PSO Southeast Asia

Google Cloud - Professional Services Organization
January 2021 - Present

Leading Google Cloud's Data Analytics practice while serving as Site Lead overseeing cross-practice delivery governance in Southeast Asia across Data & Analytics, AI, Infrastructure, Security, Enterprise Architecture, and Application Modernization.

  • Direct a \$ XXM+ Data Analytics delivery portfolio across JAPAC while simultaneously overseeing a \$ XXM+ cross-practice delivery portfolio as Site Lead for Southeast Asia
  • Published multiple technical innovations including FTCS (Field-Theoretic Context System), ETLC (Extract, Transform, Load, Contextualize) and ARTEMIS frameworks
  • Led critical interventions for strategic accounts across JAPAC including major financial services and consumer electronics manufacturers
  • Executed high-value projects including 12K+ user analytics migrations, first Data & AI Centers of Excellence, and Data Monetization Platforms
  • As co-Site Lead, scaled regional delivery excellence contributing to 100% annual revenue target attainment with 97% CSAT
  • Spearheaded the first \$X million Sovereign GenAI Transformation program, delivering across 20+ government agencies within 3 months

Principal Engineer - Data & Analytics Transformation

Standard Chartered Bank
January 2019 - January 2021

Led enterprise-wide AI and data platform development serving 11 markets and 1200+ global users, delivering technical excellence while influencing C-suite data strategy.

  • Delivered a Self-Service ML Platform that reduced model development time from 6 months to 1 week
  • Designed credit risk AI models integrating alternative data sources, improving accuracy by 15%
  • Modernized MarTech infrastructure, driving 30% increase in customer acquisition

Principal Data Engineer / Solution Architect

Think Big Analytics (a Teradata company)
January 2017 - January 2019

Architected enterprise-scale data solutions for Fortune 500 clients across APAC, designing scalable platforms with measurable business impact.

  • Engineered 5 high-performance data lakes processing 1.2 PB/hour, achieving 20% optimization
  • Built real-time fraud detection systems, reducing false positives by 60% and saving $XM annually
  • Designed enterprise architectures supporting global Fortune 500 clients across APAC

Software Engineering, Architecture and Technical Consulting Roles

Various Companies
January 2010 - January 2017

Progressively advanced through roles in software development, systems integration, and technical consulting within financial services and algorithmic trading domains.

Education

MBA, Business Analytics
2021 - 2023 • Pilani, India
Financial Risk Analytics Marketing Models Strategic Management Predictive Analytics Operations Management
MTech, Software Systems
2017 - 2020 • Pilani, India
Algorithms Distributed Systems Deep Learning NLP Machine Learning Artificial Intelligence

Publications & Technical Disclosures

May 2025

Field-Theoretic Context System (FTCS)

TD Commons

An innovative approach modeling context as interacting fields rather than discrete states, enabling natural context flow and dynamic evolution through partial differential equations.

December 2023

Data Monetization Strategy for Enterprises

BITS Pilani

A comprehensive framework for enterprises to transform data into economic value, establishing methodologies now implemented across multiple JAPAC organizations.

Skills & Technologies

Technology Leadership & Strategy

Enterprise Architecture Technical Vision & Roadmaps Digital Transformation AI & Data Strategy Cloud Architecture C-Suite Advisory Innovation Leadership Strategic Planning

Data Engineering & Architecture

Petabyte-Scale Data Platforms Data Pipelines Real-Time Processing Data Mesh & Fabric Apache Spark Apache Flink Apache Kafka Apache Iceberg

Generative AI & Machine Learning

Multi-Agent Systems Large Language Models RAG Architecture Vector Databases LLMOps Responsible AI Model Governance RLHF

Cloud Platforms & Infrastructure

Google Cloud Platform BigQuery Vertex AI GKE Terraform Infrastructure as Code Serverless Microservices

Programming & Development

Python Java SQL C/C++ JavaScript Scala Algorithm Design High-Performance Computing

Notable Projects

2025 - Present

AI Metacognition Toolkit

Production-ready framework for systematic reasoning in AI systems - enabling transparent, metacognitive decision-making at scale. A Python toolkit for detecting and analyzing when AI models exhibit self-awareness and behavioral shifts.

  • Bayesian situational awareness detection with KL divergence measures
  • Counterfactual chain-of-thought analysis for causal reasoning attribution
  • Real-time production monitoring with automated alerting on behavioral divergence
  • Available on PyPI • 275 tests • 95% code coverage
2022 - 2023

Open Location Proof Protocol

A privacy-aware open protocol for non-repudiable location verification in physical or virtual spaces.

  • Cryptographically secure yet privacy-preserving protocol
  • Fully decentralized architecture resistant to tampering
  • Published comprehensive specifications for industry adoption
2021 - 2022

OConsent - Open Consent Protocol

An open-sourced transparent, fast, and scalable protocol for managing user consent and privacy on public blockchains.

  • Blockchain-based solution for transparent consent management
  • GDPR-compliant with automated audit capabilities
  • Granular control over personal data usage
2016 - 2017

ISO8583 Simulator

A high-performance Java-based simulator for ISO 8583 financial messaging, used by banks and payment processors.

  • Supports multiple ISO 8583 versions and custom formats
  • Advanced performance testing with configurable load profiles
  • Modular architecture supporting multiple protocols