Name Subhadip Mitra
Label Engineering Leadership, Technology Consulting
Summary Product-minded architect and hands-on software engineer with 14 yrs. experience building and delivering large scale distributed Data and Machine Learning Systems across Finance, Telecom & Technology sectors - I help organizations innovate, accelerate growth, manage risk better, reduce cost and achieve competitive strategic differentiation.

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  • 2021 - Present
    Data & Analytics Lead and Site Lead, South East Asia
    Google, Singapore
    Professional Services Organization
    • Led Google Cloud Professional Services' Data Analytics in South East Asia
    • Owned and delivered high stakes projects (100% CSAT), defined the sub-regional PSO GTM Strategy (> $XXm in presales, Y new offerings), Practice and Innovation Strategy
    • As Site Lead, provided Delivery Governance oversight across multiple practices - AI/ML, Data Analytics, Infrastructure, Security, etc. ( > $XXm)
  • 2019 - 2021
    Principal Engineer
    Standard Chartered Bank, Singapore
    Data and Analytics Transformation and Strategy
    • Conceptualized and built Retail Bank's data platform across 11 markets and XXX users, significantly reduced ML model deployment time.
    • Created credit downgrade & default prediction models based on news trends and social influencers for over 15,000 named entities.
    • Formulated risk scoring models based on customer's social media profile attributes, photos, videos, and neighborhood metrics.
    • Defined technology strategy and roadmaps for Bank's External/3rd party data management, Data Partnership & Ecosystems, Data Monetization, Marketing Automation (Martech), Customer Experience, Data Privacy, Explainable AI (XAI), Data Sovereignty and Cloud adoption
  • 2017 - 2019
    Principal Data Engineer
    Teradata / Think Big Analytics, Singapore
    Global Big Data and Analytics Consulting
    • Designed and developed 5 global Data Lakes with scalable ETL pipelines, handling up to 1.2 PB per hour and 40K daily files.
    • Engineered a low latency real-time in-memory platform, processing over 2.5 million events per second.
    • Built a real-time fraud detection ML system for a leading bank, reducing false positives by 60% and increasing detection rates by 70%.
    • Successfully built and upgraded multiple Hadoop clusters on Cloud/On-prem, ranging between 150-250 nodes.
  • 2016 - 2017
    Technical Lead
    UTU, Singapore
    Foundational Services Development and Integration
    • Built foundational services and partner integrations for the maiden launch of UTU in Thailand.
    • Developed a low latency (<25 μs) transaction processing module for bank mainframe integration.
  • 2014 - 2016
    Truckaurbus Marketplace, India
    Startup Growth and Platform Development
    • Scaled Truckaurbus from inception to operation across 15 cities, securing partnerships with over 25 OEMs, Banks, and NBFCs, achieving 240K unique visitors per day.
    • Architected the core marketplace and auctioning platform, alongside developing a dealers' lead generation network and ad-serving platform.
  • 2010 - 2014
    Senior Software Development Engineer
    Microsoft, India
    Core System Development and Early AI Implementation
    • Contributed to the Windows Kernel Platform Group for Windows 7/8 and Windows Server 2012 R2 / Hyper-V, and MS Lync.
    • Developed early machine learning modules on Azure and enhanced the Azure Content Delivery Network.


  • 2021 - 2023

    Pilani, India

    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
  • 2017 - 2020

    Pilani, India

    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)


  • 2023.12
    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.
  • 2022.01
    Open Location Proof (OLP)
    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.
  • 2021.12
    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.


Data and Software Engineering Technologies
Hadoop, Apache Spark, Apache Flink, Apache Kafka, Apache Ignite, Apache HBase, Apache Arrow, Apache Iceberg, Quarkus, AWS, Google Cloud Platform (GCP), REST APIs, Microservices, ETL Design & Development, Data Privacy, Object Oriented Design
AI and Machine Learning Technologies
Generative AI, Large Language Models (LLM), Machine Learning, Machine Learning Operations (MLOps), Recommender Systems, Anomaly Detection, Risk Modeling (Market, Credit and Operations), Retrieval-augmented Generation (RAG), LangChain, LlamaIndex, Graph Neural Networks
Technology Consulting
Solution Architecture, Strategy Consulting, Product Design & Management, C-suite Advisory, GTM Strategy, Cloud Migration, Stakeholder Engagement
Engineering Management and Leadership
Team Leadership, Program Management, Technical Hiring, Cross-functional Collaboration, Strategic Planning, Budget Management, Resource Allocation, Performance Metrics, Mentoring and Coaching
Java, Python, C/C++, JavaScript, SQL, bash


Data & AI
Large Language Models (LLM)
Data and Computation Privacy
Graph Neural Networks
AI/ML Infrastructure
Approximate Computations
Probabilistic Data Structures
Distributed Systems
Distributed Databases
Consensus Protocols
Fault Tolerance
Cloud Computing Architectures
Quantum Algorithms and error corrections
Quantitative Finance
High Frequency Trading
Theoretical Physics
Security and Cryptography


  • 2022 - 2023
    Open Location Proof (
    A privacy aware open protocol to prove without repudiation an entity's point-in-time presence, participation, and location in physical or virtual space. is a planned implementation node demonstrating the protocol.
  • 2021 - 2022
    OConsent - Open Consent Protocol
    A transparent, fast, and scalable protocol for Consent and Privacy management built on top of public blockchains.
  • 2016 - 2017
    ISO8583 Simulator
    A simulator that processes ISO 8583 messages, a messaging protocol used by banks, payment processors, clearing houses, and other financial institutions.
  • 2011 - 2013 (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.
  • 2008 - 2009
    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.