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Data & Analytics Manager and Site Lead, South East Asia

Google, Singapore

Professional Services Organization

• Spearheaded GCP's Southeast Asia D&A practice, delivering $XM in projects with 100% customer satisfaction.
• Architected Data Monetization, Data CoE, Cross Cloud Data Mesh, Edge Analytics & Martech strategies, boosting JAPAC pursuit value by $YM.
• Established Z strategic partnerships, generating $XM in revenue for Professional Services.
• As Site Lead, managed $YM delivery portfolio across AI/ML, Data Analytics, Infrastructure, and Security. Also, automated revenue modeling for projects, reducing forecast variance Z% and improving deviation detection N%.
• Engineered a scalable, automated tool leveraging billion node graph data modeling and advanced algorithms to discover, visualize, and analyze complex GCP workloads, resulting in significant improvements in the efficiency and accuracy of cloud architecture assessments.
• Innovated patent-pending GenAI Multi-Agent Decisioning system.

Principal Engineer

Standard Chartered Bank, Singapore

Data and Analytics Transformation and Strategy

• Led design and development of retail bank's data & analytics platform for X+ markets, Y+ systems, and N+ users.
• Architected retail bank's Martech strategy, boosting customer acquisition X% and retention Y% via data-driven personalization.
• Developed self-service ML Workbench: reducing model production deployment time from X months to Y weeks.
• Created innovative credit risk models over X,000 named entities, leveraging news trends and social influencers, improving accuracy by Y% and reducing potential losses by $ZM.
• Defined technology strategy and roadmaps for bank's external / 3rd party data management, monetization, privacy, explainable AI, data sovereignty and cloud adoption.

Principal Data Engineer / Solution Architect

Think Big Analytics (a Teradata company), Singapore

Global Big Data and Analytics Consulting

• Designed X global Data Lakes with ETL pipelines handling Y PB/hour and Z,000 daily files.
• Engineered real-time platform processing XM events/second, improving Ad campaign responsiveness by Z%.
• Built ML fraud detection system for leading bank: X% fewer false positives, Y% higher detection rates resulting in $ZM in savings.
• Managed large-scale Hadoop infrastructure (X+ nodes), ensuring high availability and performance of critical data workloads.

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)

Data Monetization Strategy for Enterprises

BITS Pilani

This paper details a Data Monetization Framework for enterprises to transform data into economic value, discussing strategic implementation, emerging technologies like AI, and related challenges.

Open Location Proof (OLP)

GoLocateMe

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.

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

BITS Pilani

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

Open Location Proof (GoLocate.me)

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.

OConsent - Open Consent Protocol

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

ISO8583 Simulator

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

Heartohelp.us (Compassion Pit)

Created an anonymous chat system for online emotional support featuring a live Listener and Venter chat, profile, and rating system. Registered 19,800 users across 19 countries by 2012.

Micromechanical Flying Insect

Developed a micromechanical flying insect for low-cost outdoor surveillance, utilizing swarm intelligence, piezo-electric thorax actuators, muscle wire technology, with onboard GPS and real-time imaging.