Machine learning / Data
StructFormer
A Transformer-based experiment in generating corrective SQL from structured validation errors.
Explore the projectSunil Sarolkar · Solutions Architect
AI architecture for complex systems.
I connect enterprise AI, data engineering and financial-services expertise to turn complex business problems into practical systems.
16+ years across banking, capital markets and insurance. Currently a Principal Solution Architect, Customer Facing, via Zensar Technologies.
Where I focus
From architecture to implementation.
Applied AI
Agentic workflows, retrieval and search, model evaluation, and the engineering that connects them to enterprise data.
Enterprise systems
Distributed platforms, event-driven integration and phased modernisation, built around real operational constraints.
Financial services
Capital markets, regulatory reporting, cashflow and insurance, with a focus on traceable decisions and reliable data.
Selected public work
Ideas made tangible.
Computer vision / Accessibility
Indian Sign Language
Pose estimation and sequence modelling explored through the IISc capstone and its web demo.
Explore the projectLearning / Web application
ML Engineer practice app
A static practice application with timed sessions, topic selection and answer review.
Explore the projectFrom the notebook
Writing about the work.
Continuous learning
Credentials with a record.
PG Certification in Computational Data Science, IISc Bangalore · Google Cloud certifications · Professional development at Deutsche Bank.
Let’s connect
A conversation starts with a problem.
For architecture discussions, professional opportunities or a shared engineering interest.
Beyond work: trekking, reading, swimming and astrophysics. More experiments live in my personal lab ↗.