Data & AI Leader — 15+ years across AI, Snowflake, Databricks, AWS, Azure and Big Data platforms.
I design enterprise data architectures, build and scale data teams and Centers of Excellence, and ship AI products and accelerators that shorten delivery time and reduce cost.
Architecture Enterprise-grade data architectures across 12+ systems. End-to-end Databricks data platform. Snowflake Medallion architecture — integration framework, reporting layer and AI agents. Automation frameworks for CI/CD, deployment and monitoring.
Leadership Scaled a project team from 2 to 35, establishing the Dev, Testing and Operations functions from the ground up. Defined reusable data-engineering frameworks, architecture standards and governance models. Hiring, mentoring and learning paths for AI, Snowflake, AWS and the modern data stack. Reporting into CDO, CTO and client Data Heads.
Products & accelerators X-flake (large-scale Snowflake migration utility), Mini Beast Data Tool, Travel Nexus, and RAG-based agents for intelligent data processing.
Winner — Capgemini Data Scientist Hackathon, and multiple Data Science and Cloud hackathons.
datagraph · PyPI The data engine: lineage, relationships, profiling, dimensional modelling and an AI-ready knowledge graph — built deterministically from your warehouse, dbt project and SQL. No LLM in the loop.
impactgraph · PyPI What breaks if I merge this? Takes a pull-request diff, walks the dependency graph, and reports blast radius, risk, owners and a test plan — with an exit code you can gate CI on.
agentsuite · PyPI Composable agents for data and backend engineering. Permission-gated tools, prompt-injection containment and an audit trail on every run. Runs on Bedrock, Anthropic or OpenAI.
| Warehouse | Snowflake · Redshift |
| Languages | Python · Scala · PySpark · SQL |
| Cloud | AWS · Azure · Databricks |
| Databases | PostgreSQL · MySQL · MongoDB · HBase · Neo4j / GraphDB |
| Data tooling | dbt · Spark · Fivetran · HVR · Workato · APIs |
| AI | AI Agents · RAG · ML algorithms · NLP |