Bhanu Pratap Singh
AI/ML Architect · Financial Services AI · Enterprise MLOps
"Turning ambitious ideas into usable products — not just demos."
What I'm Building Now
Building production AI systems for financial services — NL2SQL conversational analytics, agentic SDLC frameworks, and an AI governance methodology (FinSDM) for bank-native compliance. Transitioning into executive engineering leadership.
NL2SQL Analytics
Conversational data queries for financial analysts
Agentic SDLC
AI-driven development within enterprise compliance norms
FinSDM
AI governance methodology for bank-native compliance
Expertise
Open Source Work
View all Smart-SDLC
Agentic SDLC framework — AI-driven development that adapts to your company's compliance and delivery norms, not a generic copilot.
Superml.DataTruth
AI-native analytics platform — natural language → data queries → visualizations. No SQL required.
nl-2-sql-agent
A guarded NL-to-SQL reasoning agent that learns schema and domain context, then answers analytical questions using iterative, evidence-backed SQL.
MindSync
Real-time meeting intelligence — live transcription meets smart assistance. Captures what was said and surfaces what actually matters.
ontology-kg-demo
Demonstrates how structured ontologies make LLMs dramatically more precise on complex data analysis tasks.
superml-java
Modular machine learning framework for Java — ML model training made accessible on the JVM.
Writing on AI, ML & Enterprise Systems
Deep dives into financial services AI, agentic architectures, NL-to-SQL, knowledge graphs, model risk, and the engineering leadership journey.