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crazyaiml/README.md
╔══════════════════════════════════════════════════════════════════════╗
║     BHANU PRATAP  ·  AI/ML ARCHITECT  ·  FINANCIAL SERVICES AI      ║
╚══════════════════════════════════════════════════════════════════════╝

Turning ambitious ideas into usable products — not just demos.

Enterprise AI · Financial Services · CTO Track


◈   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.


◈   CREDENTIALS

AWS Pro TOGAF Masters AI Agentic AI LLM NL2SQL MLOps RAG MCP Model Risk


◈   OPEN SOURCE

Agentic Development Framework

AI-driven SDLC that adapts to your company's methodology — not a generic copilot, a bespoke engineering partner that works within your compliance and delivery norms.

agents  sdlc  enterprise-ai  agentic

AI-Native Analytics Platform

Natural language → data queries → visualizations. No SQL required. Designed for analysts who think faster than they type.

nl2sql  analytics  llm  visualization

Real-Time Meeting Intelligence

Live transcription meets smart assistance. Captures what was said — and surfaces what actually matters.

real-time  transcription  nlp  meetings

Knowledge Graph + LLM

Demonstrates how structured ontologies make LLMs dramatically more precise on complex data analysis tasks.

ontology  knowledge-graph  rag  llm

🔷 VAR

Autonomous Vulnerability Remediation

Multi-agent platform that analyzes, patches, validates, and raises pull requests for security vulnerabilities across your repositories — no human triage bottleneck.

agentic  appsec  multi-agent  devsecops

Enterprise Metadata RAG

Reference architecture turning enterprise attribute metadata into an AI-searchable knowledge layer for governed, context-aware retrieval.

rag  metadata  enterprise-ai  knowledge-layer


◈   EXPERTISE

Domain Architecture Data Governance
Financial Services AI Agentic Pipelines · MCP NL2SQL · Knowledge Graphs Model Risk · FinSDM
Enterprise MLOps FastAPI · React/TypeScript Semantic Retrieval · RAG Responsible AI
FinTech Strategy Docker · AWS · LangChain OWL/RDF Ontologies TOGAF · CTO Track

◈   FIND ME

🌐   superml.dev 💼   linkedin.com/in/bhanu82 🧠   ORCID 0009-0003-6063-9543
Writing on AI, ML & enterprise software Professional network & articles Research profile

Building at the intersection of AI, financial services, and enterprise architecture.

Pinned Loading

  1. supermlorg/superml-java supermlorg/superml-java Public

    Modular machine learning framework foreign java for ML model training

    Java 6 1

  2. Superml.DataTruth Superml.DataTruth Public

    SuperML DataTruth is an AI-native analytics platform that lets users query data in natural language, visualize insights instantly, and enforce data quality at the semantic layer—without writing SQL.

    Python 3 1

  3. superMLdev/smart-sdlc superMLdev/smart-sdlc Public

    Agentic SDLC — AI-Driven Development Framework built by Superml.dev & superml.org by crazyaiml

    JavaScript 8 1

  4. nl-2-sql-agent nl-2-sql-agent Public

    A guarded NL-to-SQL reasoning agent that learns schema and domain context, then answers analytical questions using iterative, evidence-backed SQL.

    Python 1

  5. smart-sdlc smart-sdlc Public

    Forked from superMLdev/smart-sdlc

    Agentic SDLC — AI-Driven Development Framework built by Superml.dev & superml.org by crazyaiml

    JavaScript 1