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rasata (Zo-Hasina Rasatavohary) Β· GitHub

πŸ˜‰
πŸ˜‰
  • Zonova
  • France

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  • Pro

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rasata/README.md

🧬 About Me

const zoHasina: TechFounder = {
  location: "πŸ‡«πŸ‡· France",
  company: "Zonova SARL",
  role: "Founder & CEO",
  githubSince: "June 2009", // User #93783
  
  currentFocus: [
    "πŸ€– AI Agents & LLM Fine-tuning",
    "πŸ” Cybersecurity Tools",
    "πŸ“„ Document AI & Processing",
    "πŸš€ Startup Products"
  ],
  
  expertise: {
    ai_ml: "LLMs, Computer Vision, Speech Recognition",
    security: "OWASP, Pentesting, Attack Surface Analysis",
    fullstack: "Node.js, TypeScript, Vue, React",
    devops: "Kubernetes, Docker, Cloud Architecture",
    hardware: "Arduino, NFC, IoT"
  },
  
  languages: [
    "JavaScript", "TypeScript", "Python", "Vue",
    "HTML/CSS", "Java", "C#", "Ruby", "Delphi"
  ],
  
  philosophy: `The less digitalized companies are 
    the ones which outcomes the most valuable 
    part of the market, when they follow the 
    path of Digitalisation and Innovation`
};

🏒 My Ventures

🌐 Zonova

Innovation & Digitalisation

Multi-technology mobile, web, desktop apps development. Project management, IT production, testing & validation.

πŸ“„ Resumify

Show. Don't Tell.

Smart portfolio platform with AI-powered resume generation. Partners: UTBM, EuclΓ©a, ESTA Belfort.

πŸ’§ Aquantic

Smart Work, Successful People

Digital innovation, training (Docker, Kubernetes), personality testing for HR, management consulting.

⏱️ Time-Flow

Master Your Time

Time management and productivity solutions for modern teams and professionals.

🧠 MatrixAI

Intelligence Documentaire SΓ©curisΓ©e

Secure document intelligence by ZONOVA Research. Private, on-premise AI to analyze, extract and reason over sensitive documents without leaking your data.


πŸŽ“ Education & Credentials

πŸ… Certification in Artificial Intelligence Applied to Data Science Β· MIT Professional Education Β· Mar – Jul 2026 Applied Artificial Intelligence & Data Sciences

πŸ“š Full academic background & certifications
Year Institution Qualification
2026 MIT Professional Education Certification in AI Applied to Data Science β€” Applied AI & Data Sciences
2005 UTBM β€” UniversitΓ© de Technologie de Belfort-MontbΓ©liard DESS Innov-acteur, Innovation
2001–2004 ENSISA β€” Γ‰cole Nationale SupΓ©rieure d'IngΓ©nieurs Sud Alsace DiplΓ΄me d'IngΓ©nieur, IngΓ©nierie Logicielle
2001–2004 ENSISA DEA β€” DiplΓ΄me d'Γ‰tudes Approfondies, Intelligence Artificielle
1999–2001 UniversitΓ© de Haute-Alsace β€” Mulhouse-Colmar DUT GEII β€” GΓ©nie Γ‰lectrique & Informatique Industrielle

Certifications: TOEIC β€” 850

πŸ“ Publications & Research
  • πŸ“„ Towards a Metrology of Exhaustiveness in Document Analysis β€” A Systemic Framework for Layout Completeness Assessment
  • 🧠 State Space Models as CPU-Native Neural Network Architectures
  • βš™οΈ Cross-Platform Inference of 1.58-bit State Space Models β€” ARM NEON vs x86 AVX-512 vs GPU CUDA
  • 🏭 Break-Through Effectiveness for the Maintenance and Dismantlement of Power Plants β€” Application of Virtual Reality

πŸ’Ό Professional Journey

20+ years across AI/Data Science, software engineering, consulting, teaching and entrepreneurship.

🏒 Current roles
Role Organization Period
πŸ€– Full & Transversal Stack AI Consultant Analyst (DS, AI Model, EDA, LLMs) Aquantic (Zonova SARL) 2026 β†’ now
🧠 Founder & Designer of MatrixAI.fr β€” secure AI document intelligence (ZONOVA Research) Aquantic (Zonova SARL) 2024 β†’ now
🌐 Consultant multidisciplinaire Tech & Innovation β€” NodeJS expert, Team/Squad Lead, Low/NoCode, AI trainer, Google Workspace admin Aquantic (Zonova SARL) 2017 β†’ now
πŸ“ˆ Fondateur & Architecte de Croissance StratΓ©gique β€” consulting, training & software distribution Aquantic (Zonova SARL) 2017 β†’ now
πŸ“„ CEO & Investor Resumify 2021 β†’ now
πŸŽ“ Lecturer (ChargΓ© de Cours/TD) β€” Intelligence Γ©conomique & data processing UTBM 2017 β†’ now
πŸ“œ Previous experience
Role Organization Period
🌍 Advisor of International Institution in Digital Technology (Blockchain, Crypto, Data Science) β€” 2017 – 2022
πŸ’‘ Expert en innovation numΓ©rique & SystΓ¨me d'Information 2.0 Puissance E 2016 – 2021
πŸŽ“ Lecturer (ChargΓ© de Cours/TD) UniversitΓ© de Franche-ComtΓ© 2017 – 2019
🀝 Member APM β€” Association ProgrΓ¨s du Management 2016 – 2018
πŸ›οΈ PrΓ©sident Directeur GΓ©nΓ©ral & Fondateur β€” portfolio clients, CA > 1 M€ Digit-Prime 2013 – 2017
πŸ‡¨πŸ‡­ Co-founder & Partner Digital-Solutions (ex Digit-Prime Switzerland) 2016 – 2017
πŸ‘” Founder & CEO Company in creation phasis 2012
β˜• Chef de projet & Expert Java β€” offshore project support β€” 2007 – 2009
πŸ› οΈ Chef de Projet & Technical Lead β€” offshore (up to 7 engineers) β€” 2005 – 2007
πŸ’» Developer (new technologies) β†’ Junior Developer Software Editor 2004 – 2005

πŸ—οΈ Selected Client Work & Realizations

Highlights from the Aquantic portfolio β€” AI, Document Intelligence, training and product R&D.

πŸš€ Explore 14 realizations
Project Description Client / Domain
πŸ“‘ Comparaison Intelligente de Documents PDF (IA) AI-driven PDF comparison β€” saved the equivalent of 350 hours of work CAC 40 group β€” Nuclear/Energy
πŸŽ“ AI Training for 300+ people 6-part AI program (LLM, NLP, deep learning, deployment) β€” 85% satisfaction Groupama
πŸ—‚οΈ Document Classification & Analysis Platform Import, organize & extract information from PDFs and images via AI Document AI
πŸ’¬ ia-Jean β€” AI prompting app Early ChatGPT-era multi-prompting library across several LLMs R&D β€” LLM
🧭 LeadPilot IA Chrome extension structuring B2B LinkedIn conversations & analyzing performance B2B / AI Agent
πŸ“„ Resumify Data-driven platform turning a career profile into a shareable digital portfolio HR / SaaS
πŸ’Š AI Model for Pharmacy PoC recommending para-pharmaceutical products for partner pharmacies Pharma / Health
πŸ“ž Leexi integration β€” support call analysis NLP analysis of support calls to detect emotions & extract insights Customer Support
πŸŽ™οΈ Speech Emotion Recognition Research recognizing joy, sadness, anger, surprise from voice datasets R&D β€” Speech
🌊 AI strategy for fluidics startup Technical & budget guidance for AI predicting CFD physical quantities CFD / Industry
🏭 Formation Formateurs 4.0 Digital-tools & AI training for educators (foundry industry) Training / Industry
πŸ“¦ Logistics management suite Mobile app + REST web back-office for trade-fair logistics SEMPEX (Basel MESSE)
πŸ“Š Calculation Desk Free office software to open/edit Excel & OpenOffice spreadsheets Freeware / Tools
⌨️ PowerExpander Windows text-snippet library with instant hotkey access Desktop / Tools

🎯 Domain Expertise

Domain Expertise Key Projects
πŸ€– AI & ML LLMs from scratch, Fine-tuning, Computer Vision, Speech Recognition, AI Agents transcription-mp3-to-text, whisper, detectron2, Flowise, LLaMA-Factory
πŸ” Cybersecurity OWASP Tools, Pentesting, CVE/MITRE Mapping, Attack Surface Analysis amass, hexstrike-ai, DependencyCheck, SniperPhish, CVE2CAPEC
πŸ“„ Document AI PDF Analysis, Layout Detection, OCR Pipelines, Document Processing PDFDocToJson, pdfme, ts-pdf, simplepdf-embed, CompHRDoc
🌐 Full-Stack Node.js, TypeScript, Vue, React, Chrome Extensions Iphone-Powered, http-server-basicauth-ssl, LibreChat, aquantic-front
☸️ DevOps Kubernetes, Docker, Cloud Deployment, Dev Environments kubespray, devpod, coolify-cli, rudder, packer-templates
πŸ”Œ Hardware/IoT Arduino, NFC, Smart Cards, Embedded Systems AFE4490_Oximeter, android-hce, cardpeek-emv, QRCoder

πŸ› οΈ Tech Arsenal

πŸ’» Languages

πŸ€– AI & Machine Learning

πŸ” Security & OSINT

☁️ DevOps & Cloud

πŸ—„οΈ Databases & Backend

πŸ”§ Tools & Platforms


πŸ“Š GitHub Analytics

πŸ“ˆ Activity History β€” 2024 β†’ 2026

Year πŸ”₯ Contributions πŸ“ Commits πŸ”€ Pull Requests πŸ“¦ Repos Contributed
2024 389 123 8 36
2025 1,037 530 5 59
2026 ⏳ 3,600 111 5 63

πŸ“Š Including private contributions Β· 2026 figures as of Oct 26, 2026 β€” and counting πŸš€


πŸ† Achievements


🌟 Featured Projects

πŸ”¬ Recent Original Projects

Project Description Tech
πŸŽ™οΈ transcription-mp3-to-text Transcribe long mp3 files (12+ hours) using local AI Python
πŸ“„ PDFDocToJson PDF Document to JSON converter Document AI
πŸŽ„ greeting-wall Self-hosted service for end-of-year greetings TypeScript
πŸ”§ solve-issue-killer-network-service Fix Killer Network Services issues on MSI laptops Utility
πŸŽ“ formation-bigquery BigQuery training materials Data Engineering

πŸ”­ Currently Exploring

Based on my recent activity and starred projects:

Interest Projects Why
πŸ€– AI Assistants openclaw/openclaw ⭐118k Personal AI that truly understands context
πŸ‘οΈ Computer Vision detectron2 ⭐34k Object detection & segmentation at scale
🐚 AI Shell Tools ShellOracle Intelligent command generation
🎭 Claude Skills awesome-claude-skills ⭐28k Extending AI capabilities
πŸ“‘ WebRTC coturn ⭐13k Real-time communication infrastructure

🧠 AI & Security Stack

mindmap
  root((Zo-Hasina))
    AI/ML
      LLMs
        LLaMA-Factory
        Fine-tuning
        LangChain
      Computer Vision
        Detectron2
        Real-ESRGAN
        Deep-Live-Cam
      Speech
        Whisper
        transcription-mp3-to-text
      Agents
        Flowise
        Browser-use
        Claude Skills
    Security
      OWASP
        Amass
        DependencyCheck
      Offensive
        HexStrike AI
        SniperPhish
      Analysis
        CVE2CAPEC
        MITRE ATT&CK
    Document AI
      PDF Processing
        PDFDocToJson
        pdfme
        ts-pdf
      Layout Analysis
        CompHRDoc
        simplepdf-embed
    DevOps
      Containers
        Docker
        Kubernetes
      Infrastructure
        Coolify
        DevPod
Loading

πŸ’‘ Philosophy

╔═══════════════════════════════════════════════════════════════════════════════╗
β•‘                                                                               β•‘
β•‘   "The less digitalized companies are the ones which outcomes the most        β•‘
β•‘    valuable part of the market, when they follow the path of                  β•‘
β•‘    Digitalisation and Innovation"                                             β•‘
β•‘                                                                               β•‘
β•‘                                              β€” Zo-Hasina Rasatavohary         β•‘
β•‘                                                                               β•‘
β•šβ•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•

🀝 Let's Connect & Collaborate

πŸ’Ό Open for


πŸ“… GitHub Journey Timeline

2009 ─────────────────────────────────────────────────────────────────── 2026
  β”‚                                                                        β”‚
  β”œβ”€ πŸŽ‚ Joined GitHub (June 9, 2009)                                       β”‚
  β”‚   User #93783 - Early Adopter                                          β”‚
  β”‚                                                                        β”‚
  β”œβ”€ πŸ“± Iphone-Powered (2014)                                              β”‚
  β”‚   First popular project - 50+ ⭐                                       β”‚
  β”‚                                                                        β”‚
  β”œβ”€ 🏒 Founded Zonova                                                     β”‚
  β”‚   Innovation & Digitalisation                                          β”‚
  β”‚                                                                        β”‚
  β”œβ”€ πŸ’§ Launched Aquantic                                                  β”‚
  β”‚   Training & Consulting                                                β”‚
  β”‚                                                                        β”‚
  β”œβ”€ πŸ“„ Building Resumify (2024-Now)                                       β”‚
  β”‚   AI-powered portfolio platform                                        β”‚
  β”‚                                                                        β”‚
  β”œβ”€ 🧠 Launched MatrixAI (2024)                                           β”‚
  β”‚   Secure Document Intelligence β€” ZONOVA Research                       β”‚
  β”‚                                                                        β”‚
  β”œβ”€ πŸŽ“ MIT Professional Education (2026)                                   β”‚
  β”‚   AI Applied to Data Science β€” Certified                               β”‚
  β”‚                                                                        β”‚
  └─ πŸš€ Growth: 389 (2024) β†’ 1,037 (2025) β†’ 3,600 (2026)                   β”‚
      contributions & counting! | 2088 repos | 96 followers                β”‚

✨ "Innovation distinguishes between a leader and a follower" β€” Steve Jobs ✨

⭐ Star my repos if you find them useful! | 🀝 Let's build something amazing together | πŸ’Ό Open for opportunities


@rasata Β· Serial Entrepreneur Β· AI & Security Expert Β· 16+ Years on GitHub

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  1. aider aider Public

    Forked from Aider-AI/aider

    aider is AI pair programming in your terminal

    Python 1


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