I'm Ramanuj — Principal for Enterprise AI Architecture & Governance at Oracle, previously building the AWS AI/ML practice in India from zero. A decade in AI — from classical statistical ML to deep learning, generative AI, and today's agentic systems — with $20M+ of production AI shipped across BFSI, Insurance, and Healthcare.
I am an enterprise AI leader with 16+ years of technology leadership and a decade dedicated to AI — from classical statistical ML through deep learning and generative AI to today's agentic systems. My work spans enterprises and GCCs across BFSI, Insurance, Healthcare, Manufacturing, Pharma, and beyond. I currently serve as Principal — Enterprise AI Architecture & Governance at Oracle, and previously built AWS's AI/ML practice in India from zero.
My work spans the complete enterprise AI lifecycle: operating model design, multi-agent and LLM platform architecture, MLOps engineering, and responsible AI governance under the EU AI Act, ISO 42001, DPDP Act, and RBI FREE AI. I am equally fluent architecting systems with engineering teams and communicating strategy to CXO stakeholders.
Published on the AWS Partner Network Blog. Graduate-level faculty in Machine Learning and Business Analytics. Speaker at AWS AI/ML forums and the Amazon AI Conclave. Author of the LinkedIn newsletter Signal at the Top.
A selection of public sessions, partner webinars, and published thought leadership across leading AI, cloud, and analytics platforms.
Co-authored publication on AWS Comprehend Medical and Textract NLP for healthcare — 91% NER accuracy, 100% efficiency gain.
Read on aws.amazon.com → Data Engineering Summit 2023Speaker at India's flagship data engineering conference, addressing enterprise AI architecture and MLOps at scale.
View speaker page → SingleStore × AWS · Mumbai 2023Featured webinar with SingleStore and AWS on real-time data and AI workloads for enterprise customers.
Watch webinar → Motherson Technology Cloud SymposiumInvited speaker at the Motherson Technology Cloud Symposium on enterprise AI adoption in manufacturing.
View event → Nitor Infotech WebinarJoint webinar with Nitor Infotech on building production OCR and document intelligence pipelines on AWS.
Watch webinar → CNBC TV18Featured speaker at CNBC TV18's Financial Services Cloud Symposium, addressing AI and cloud adoption across India's BFSI sector.
View event → Amazon Web ServicesCo-led AWS ML Fridays — a flagship enterprise ML learning series for India, covering production ML, GenAI, and MLOps best practices.
View series → YouTube · KeynoteKeynote on how enterprises move GenAI from pilots to production — covering operating model, architecture patterns, and adoption economics.
Watch on YouTube →GenAI + RAG on financial documents: automated credit memo generation, regulatory compliance checks, and risk classification.
Comprehend Medical + Textract NLP pipeline. 91% NER accuracy and 100% efficiency gain. AWS Partner Network Blog, Jul 2021.
Computer vision + NLP triage on SageMaker. Supervised training, validation, and production deployment.
RAG reference architecture, multi-agent blueprints, and prompt engineering standards for India's first enterprise Bedrock deployment.
Enterprise ML platform with model registry, real-time endpoints, Clarify bias/explainability, and CloudWatch monitoring.
STT, sentiment/intent NLP, and churn prediction with an operational KPI dashboard on SageMaker.
A chronological view of my career — the companies, the roles, and the work that shaped my path from engineering and consulting into enterprise AI leadership.
Oracle Corporation
Architect production-grade Enterprise AI platforms on OCI for strategic accounts across India and the US — including enterprises and GCCs. Define AI operating models and governance for enterprise clients. Lead a 6-person AI architecture and data science team.
Amazon Web Services (AWS)
Built AWS's AI/ML practice in India from zero. Responsible for platform architecture, ML pipeline design and delivery, AI CoE establishment, and thought leadership across Financial Services, Manufacturing, and Healthcare.
Quantiphi (Google Cloud Premier Partner)
Directed AI/ML product engineering for enterprise US West accounts. Managed a 20+ cross-functional team across data science, platform engineering, and ML development on GCP.
Ernst & Young (EY)
Strategic advisory for enterprise data management and governance for Fortune 500 pharma clients. Led IT process optimization and data governance framework design, reporting directly to Partner.
Cognizant Technology Solutions
Architected IBM MDM Customer 360 solutions for a major UK banking group and Abu Dhabi's largest bank. Achieved 60%+ win rate on Collibra DGC data governance implementations in North America; partnered with Collibra product team on DGC 5.x platform enhancements.
HDFC Life Insurance
Led emerging technology evaluation and solution architecture for HDFC Life's ₹200Cr+ Technology Transformation Programme (TEBT). Designed Enterprise Data Warehouse and Mobility platforms; drove programme governance jointly with Deloitte.
TA Pai Management Institute (TAPMI), Manipal
Graduate management programme covering strategy, operations, and analytics — bridge from engineering into business and technology leadership.
Prosares Solutions
Early-career role in software engineering and enterprise applications — the foundation for a career spanning solution architecture, data, and AI.
University of Mumbai
Four-year engineering degree in computer science fundamentals — algorithms, systems, databases, and software engineering.
The sources I follow to stay ahead — research labs, newsletters, regulators, and platform updates. Bookmark this page; the list is refreshed regularly.
Open to conversations on enterprise AI roles, advisory engagements, speaking opportunities, and collaborations. Drop a note and I'll respond within two business days.
