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raajmandale/README.md

Raaj Mandale

Founder building systems across AI compute, execution memory, and data survivability.

Pune, India • Eranest Technoware Pvt Ltd

Research Open Source ORCID Wikidata

🧭 System Architecture

⚡ System Overview

A unified architecture composed of three core systems:

  • QBAIX → AI Compute Infrastructure Layer
  • M-OS → Pattern-Based Execution Intelligence
  • XPADI → Survivability-Governed Data System

Together:

Compute → Execution → Survivability → Proof

This is not a collection of projects.
It is a cohesive system stack for next-generation computing environments.

🧠 Core Thesis

Execution does not always need to begin from zero.

Systems can:

  • Detect patterns
  • Reuse prior execution
  • Survive failures
  • Prove correctness

This work explores:

Reusable, survivable, and verifiable execution systems

🌐 Canonical Profile

https://raajmandale.in/raaj-mandale.html

Official public profile connecting projects, publications, research identity, and proof artifacts.

🔗 Quick Links

Resource Link
Website https://raajmandale.in
GitHub https://github.com/raajmandale
ORCID https://orcid.org/0009-0005-9810-1655
Wikidata https://www.wikidata.org/wiki/Q139570902
OpenAlex https://openalex.org/A5127026877

🧾 Research Identity

Name: Raaj Mandale
Affiliation: Eranest Technoware Pvt Ltd / Mandale Research Systems
Location: Pune, India

📄 Featured Research Papers

Paper Focus DOI
QBAIX + Mandale-OS AI Compute + Execution Intelligence https://doi.org/10.5281/zenodo.18798774
Mandale-OS (M-OS) Pattern Execution Systems https://doi.org/10.5281/zenodo.19793309
XPADI — SGDS Data Survivability Systems https://doi.org/10.5281/zenodo.19500143

📚 Additional Publications

🚀 Flagship Systems

System Focus Proof
XPADI Shield Data Survivability Repo + DOI
M-OS Execution Reactor Execution Intelligence Repo + DOI
XLifelineAI Memory Resilience Repo

🧩 Flagship Repositories

🚀 XPADI Shield
https://github.com/raajmandale/XPADI_Proof_Engine_V1

⚙️ M-OS Execution Reactor
https://github.com/raajmandale/mos-mee-execution-reactor

🧠 XLifelineAI
https://github.com/raajmandale/XLifelineAI

Additional:

🧠 Selected Contributions

  • Pattern-based execution memory systems (Mandale-OS)
  • Survivability-governed data systems (XPADI)
  • Deterministic Fragment Graph (DFG)
  • AI memory resilience experiments (XLifelineAI)

🧱 Notable Works

  • XPADI Shield™
  • Mandale-OS (M-OS)
  • QBAIX Hybrid Compute Systems
  • Mahira-X (research-fiction publication)

🏢 Company

Eranest Technoware Pvt Ltd
ICC Devi IT Park, Pune

Email: info@eranest.in

📘 Mahira-X

Amazon Kindle
https://www.amazon.in/dp/B0GX3N1TG9

Website
https://raajmandale.in/mahira-x.html

🌍 External References

📊 GitHub Metrics

Compute • Execution • Survivability • Proof

Pinned Loading

  1. XPADI-ProofCheck XPADI-ProofCheck Public

    🛡 XPADI ProofCheck™ — Recovery Intelligence & Survivability Proof. A local-first survivability intelligence artifact exploring whether recovery itself can become measurable before failure happens.

    HTML

  2. XAIPT-GUARD XAIPT-GUARD Public

    🛡️ XAIPT-GUARD™ — Human Authority Before Irreversible Execution. Runtime governance research surface exploring HOLD-before-finality systems, authority-aware execution, operational visibility, AI-er…

    HTML

  3. mos-mee-execution-reactor mos-mee-execution-reactor Public

    ⚙️ Experimental pattern-aware execution memory reactor exploring reuse routing, workload signatures, and proof-oriented benchmark surfaces.

    Python

  4. mos-runtime mos-runtime Public

    ⚙️ Pattern-based runtime engine for hybrid compute orchestration.| M-OS — Pattern Graph Runtime for Hybrid Compute (CPU / OpenCL / AI backends)

    Python

  5. XLifelineAI XLifelineAI Public

    🤖DFG-based AI Memory Resilience Layer — continuity under partial memory destruction

    Python 1

  6. XPADI_Proof_Engine_V1 XPADI_Proof_Engine_V1 Public

    ⚡ATTACK ≠ DATA LOSS — A proof engine that demonstrates deterministic data survivability under disruption.

    Python 1