We Build AI That
Financial Services Trusts

GeekyPy is a boutique consulting firm specializing in Gen AI, Agentic Systems, and Data Engineering for Insurance, Banking, and Capital Markets — built entirely on the Databricks Lakehouse.

Sharath Samala

Founder & Principal Consultant

Our Story

I spent years as a Solutions Architect at Databricks, working with the largest financial services firms in the country — designing data architectures, building AI proof-of-concepts, and helping enterprises operationalize machine learning. I saw the same pattern everywhere: brilliant AI demos that never made it to production.

The gap was not technical. It was the intersection of regulatory constraints, legacy data systems, governance requirements, and organizational readiness. Most consulting firms brought generic AI skills. Financial services needed someone who understood both sides.

GeekyPy was founded to close that gap. We specialize exclusively in Gen AI for financial services on the Databricks Lakehouse — because the best AI outcomes come from a unified architecture where data, models, and governance live together.

Our engagements start small — a discovery sprint to find the highest-impact use case — and scale to production in 16 weeks. We do not do 12-month assessments. We ship.

Databricks CertifiedData EngineeringML/AISolutions ArchitectureFinancial Services

100%

Databricks-native architecture

16 wks

Discovery to production

3

Financial verticals

Senior

Engineers only, no juniors

What We Believe

Principles that guide how we work.

Depth Over Breadth

We specialize in one thing: AI for financial services on Databricks. That focus means we bring hard-won patterns, not generic playbooks.

Outcomes, Not Demos

Every engagement is measured by production impact — claims resolved, time saved, risk reduced. Pilots that do not ship do not count.

Governance First

Financial services demand compliance, auditability, and data governance. We build these in from day one, not bolt them on after.

True Partnership

We embed with your team, transfer knowledge, and leave you stronger. Our success is measured by your independence, not your dependence.

Our Expertise

Deep specialization in the modern AI and data stack.

Agentic Systems & Multi-Agent Orchestration
LLM Integration (RAG, Fine-Tuning, Batch Inference)
Databricks Lakehouse & Lakeflow
AI Gateway & Model Serving
Unity Catalog Governance
AI Functions & Document Intelligence
MLflow Evaluation & Monitoring
MCP (Model Context Protocol)

Based in the US. Working Globally.

We work with financial services firms across North America, with remote-first delivery and on-site availability where it matters.