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Code Repos

Public repositories across AI/agentic systems, GenAI platforms, prediction markets, and search. Most active work is on github.com/rangaprasad. CWE and AINE platform code lives in private GitLab.

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AI / Agentic

  • watsonx-learning-platform — GenAI interactive coding labs on IBM Cloud
    GitHub →
  • agentic-ai-integration — Agentic AI integration patterns
    GitHub →
  • pop-poc — Platform of Platforms POC
    GitHub →
IBM watsonxMCPFastAPI

Prediction Markets / Causal AI

  • war-wall-causality — WAR Machine: geopolitical prediction markets, LMSR + Pearl causality
    GitHub →
  • Derrick-Equipment-Optimization-POC-V2 — Industrial equipment optimisation POC
    GitHub →
  • tn-forecast-poc — Tamil Nadu demand forecasting (PageRank + Markov causal)
    GitHub →
LMSRCausal AIIBM Code Engine

Search / RAG / Multimodal

  • parts-search — Multimodal vector/RAG parts search POC
    GitHub →
  • parts-ui-mock — UI mock for parts search
    GitHub →
  • jewel-gen-fuse-demo — Jewellery GenAI search and fuse pipeline
    GitHub →
WeaviateLangChainFastAPI

EdTech / Learning

  • SOTF — School of the Future: AI lesson-planning platform
    GitHub →
  • sotf-tutor-planner — Tutor planner module for School of the Future
    GitHub →
GenAIEdTech

Tools & Utilities

  • repomix (fork) — Pack entire repos into AI-friendly single files
    GitHub →
  • onefilellm (fork) — Fetch GitHub repos, papers, YouTube transcripts for LLMs
    GitHub →
  • A-Curated-List-of-ML-System-Design-Case-Studies (fork) — 300+ ML system design cases
    GitHub →
OSSLLM Tools

Private / GitLab

  • Commusoft Workflow Engine — MCP server + Temporal monorepo (gitlab.commusoft.net)
  • AINE Co-Sell Navigator — IBM co-sell sales tool (internal)
  • AINE Platform — 42-solution AI SaaS (STAR Systems internal)
  • AF8 Navigator — Art Fundamentals course platform (Netlify + Firebase)
PrivateEnterprise