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Data & Analytics Manager and Site Lead, South East Asia

Google

Professional Services Organization. Site Lead for South East Asia.

• Transformed Google Cloud Platform's Data & Analytics practice across Southeast Asia, building and leading high-performing teams that consistently delivered enterprise-scale projects, resulting in a combined portfolio value exceeding $30+ Million and 100% customer satisfaction.
• Developed and executed regional go-to-market strategy, including Data Monetization frameworks, Data CoE models, and Cross-Cloud architectures, resulting in significant market expansion and revenue growth across JAPAC.
• Led delivery governance for Google Cloud Consulting's Southeast Asia portfolio, implementing robust frameworks that ensured consistent project delivery and revenue realization across AI/ML, Analytics, Infrastructure and Security domains.
• Built and nurtured C-suite relationships with strategic partners and enterprise clients, establishing Google Cloud as the preferred digital transformation partner in Southeast Asia.
• Led organizational transformation initiatives including talent development programs, delivery excellence frameworks, and automated operations systems that scaled the practice's capabilities.
• Led technical innovation initiatives including contributions to Google's projects in areas of multi-agent decision-making and context modeling.
• Designed and developed a billion-node automated data architecture optimization solution for cloud deployments.
• Created ETLC (Extract, Transform, Load, Contextualize) framework, reimagining data platforms for the GenAI era.
• Established governance frameworks and best practices that were adopted across JAPAC, demonstrating ability to influence and drive change beyond direct reporting lines.

Principal Engineer

Standard Chartered Bank

Data and Analytics Transformation and Strategy

• Led enterprise-wide data & analytics transformation, influencing C-suite stakeholders and aligning multiple business units across retail banking division.
• Spearheaded bank's MarTech modernization strategy, building consensus across business and technology teams to deliver significant customer impact.
• Built and mentored high-performing teams while developing a self-service ML Workbench, establishing new standards for model deployment efficiency.
• Pioneered next-generation credit risk assessment strategies, leading cross-functional teams to integrate alternative data sources and AI innovations.
• Established enterprise architectural vision and governance frameworks, driving organizational alignment on data monetization, privacy, and cloud adoption.

Principal Data Engineer / Solution Architect

Think Big Analytics (a Teradata company)

Global Big Data and Analytics Consulting

• Led strategic advisory and delivery for Fortune 500 clients across APAC, building trusted C-suite relationships and driving digital transformation initiatives.
• Architected large-scale data platforms handling petabyte-scale workloads while mentoring teams in technical excellence and delivery best practices.
• Established technical thought leadership in real-time analytics and ML, influencing enterprise architecture decisions for major banking clients.
• Built and led cross-functional teams delivering mission-critical infrastructure and ML solutions with significant business impact.

Technical Lead

UTU

Foundational Services Development and Integration

• Led market entry strategy and technology roadmap for Thailand expansion, collaborating with C-level executives and banking partners.
• Established architectural patterns and governance frameworks for mission-critical payment systems.
• Built and mentored engineering teams while developing high-performance integration solutions using Java and established messaging protocols.

Progressive Roles in Software Engineering, Architecture and Technical Consulting

Various Companies

Progressed through various roles in software development, systems integration, and technical consulting, gaining experience in Java, financial services, and algorithmic trading. Developed strong foundations in software architecture, problem-solving, and client communication.

• Consistently exceeded performance expectations, leading to promotions and increased responsibilities.
• Developed expertise in Java development and the financial services industry.

Bachelor of Science

Indian Institute of Technology Madras

Data Science

• Statistics and Applications
• Python for Data Science
• Machine Learning Foundations
• Business Data Management
• Computational Thinking
• Linear Algebra for Data Science
• Mathematics for Data Science

MBA, Business Analytics

Birla Institute of Technology and Science, Pilani, IN

Business Analytics

• Financial Risk Analytics
• Marketing Models
• Financial Management
• Strategic Management
• Operations Management
• Financial and Management Accounting
• Predictive Analytics

Master of Technology, Software Systems

Birla Institute of Technology and Science, Pilani, IN

Software Systems

• Algorithms
• Distributed Systems
• Deep Learning
• Natural Language Processing
• Machine Learning
• Artificial Intelligence (AI)

Advanced Context Modeling System

Google

Developed a novel system for advanced context modeling in large-scale applications.

Multi-Agent Decision-Making Framework for Distributed Systems

Google

Built a framework for multi-agent decision-making in distributed systems.

ETLC (Extract, Transform, Load, Contextualize) Framework for GenAI-Era Data Platforms

Google

Introduced a framework that reimagines data platforms for the GenAI era.

Data Monetization Strategy for Enterprises

BITS Pilani

Authored a comprehensive framework for enterprises to transform data into economic value, covering strategic implementation, emerging technologies like AI, and related challenges. This work informed the development of Google Cloud's Data Monetization frameworks and has influenced data strategy across JAPAC.

Automated Data Architecture Optimization for Billion-Node Cloud Deployments

Google

Developed a system for automatically mapping and optimizing data architectures in cloud environments.

Open Location Proof (OLP)

Subhadip Mitra

Developed a privacy-aware open protocol for non-repudiable point-in-time presence verification in both physical and virtual spaces. GoLocate.Me is a planned implementation node demonstrating the protocol's capabilities.

OConsent: Open Consent Protocol for Privacy and Consent Management with Blockchain

BITS Pilani

Proposed a blockchain-based protocol for transparent personal data processing, enhancing user control and compliance with data privacy laws like GDPR.

Open Location Proof (olp-protocol.org)

A privacy aware open protocol to prove without repudiation an entity's point-in-time presence, participation, and location in physical or virtual space. GoLocate.me is a planned implementation node demonstrating the protocol.

• Developed a novel protocol for privacy-preserving location verification.
• Designed to be decentralized and resistant to tampering.
• Potential applications in various industries, including supply chain, finance, and social networking.

OConsent - Open Consent Protocol

A transparent, fast, and scalable protocol for Consent and Privacy management built on top of public blockchains.

• Proposed a blockchain-based solution for managing user consent in a transparent and auditable manner.
• Designed to be compliant with data privacy regulations like GDPR.
• Leverages smart contracts to automate consent enforcement and revocation.

ISO8583 Simulator

A simulator that processes ISO 8583 messages, a messaging protocol used by banks, payment processors, clearing houses, and other financial institutions.

• Developed a Java-based simulator for a widely used financial messaging protocol.
• Enabled testing and validation of systems that interact with ISO 8583 networks.
• Used in the development and testing of payment processing applications.