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Basics
Name | Subhadip Mitra |
Label | Engineering Leadership, Technology Consulting |
contact@subhadipmitra.com | |
Url | https://subhadipmitra.com |
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. |
Interested in connecting? Let's schedule a one-on-one discussion to explore opportunities. Setup meeting
Work
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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)
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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
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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.
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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.
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2014 - 2016 Founder
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.
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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.
Education
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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
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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)
Certificates
Google Cloud Certified Professional Machine Learning Engineer | ||
Google Cloud | 2024 |
Google Cloud Certified Professional Cloud Architect | ||
Google Cloud | 2024 |
Google Cloud Certified Professional Cloud Data Engineer | ||
Google Cloud | 2022 |
Deep Learning Specialization | ||
Coursera | 2018 |
Blockchain Hyperledger | ||
The Linux Foundation | 2018 |
Publications
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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.
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2022.01 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.
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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.
Skills
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 |
Languages | |
Java, Python, C/C++, JavaScript, SQL, bash |
Interests
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 |
Others | |
Quantum Algorithms and error corrections | |
Quantitative Finance | |
High Frequency Trading | |
Theoretical Physics | |
Security and Cryptography |
Projects
- 2022 - 2023
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.
- 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
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.
- 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.