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Zo-Hasina Rasatavohary
rasata
Researcher in AI & Entrepreneur & Lecturer
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Zonova
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France
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www.zonova.io | resumify.app| www.aquantic.io|www.time-flow.eu
const zoHasina: TechFounder = {
location: "π«π· France",
company: "Zonova SARL",
role: "Founder & CEO",
githubSince: "June 2009", // User #93783
currentFocus: [
"π€ AI Agents & LLM Fine-tuning",
"π Cybersecurity Tools",
"π Document AI & Processing",
"π 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`
};
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Innovation & Digitalisation
Multi-technology mobile, web, desktop apps development. Project management, IT production, testing & validation.

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Show. Don't Tell.
Smart portfolio platform with AI-powered resume generation. Partners: UTBM, EuclΓ©a, ESTA Belfort.

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Smart Work, Successful People
Digital innovation, training (Docker, Kubernetes), personality testing for HR, management consulting.

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Master Your Time
Time management and productivity solutions for modern teams and professionals.

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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.

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π Education & Credentials

π
Certification in Artificial Intelligence Applied to Data Science Β· MIT Professional Education Β· Mar β Jul 2026
Applied Artificial Intelligence & Data Sciences
π 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 |
| 2001β2004 |
ENSISA β Γcole Nationale SupΓ©rieure d'IngΓ©nieurs Sud Alsace |
DiplΓ΄me d'IngΓ©nieur, IngΓ©nierie Logicielle |
| 2001β2004 |
ENSISA |
DEA β DiplΓ΄me d'Γtudes Approfondies, Intelligence Artificielle |
| 1999β2001 |
UniversitΓ© de Haute-Alsace β Mulhouse-Colmar |
DUT GEII β GΓ©nie Γlectrique & Informatique Industrielle |
Certifications: TOEIC β 850
π Publications & Research
- π Towards a Metrology of Exhaustiveness in Document Analysis β A Systemic Framework for Layout Completeness Assessment
- π§ State Space Models as CPU-Native Neural Network Architectures
- βοΈ Cross-Platform Inference of 1.58-bit State Space Models β ARM NEON vs x86 AVX-512 vs GPU CUDA
- π Break-Through Effectiveness for the Maintenance and Dismantlement of Power Plants β Application of Virtual Reality
πΌ Professional Journey
20+ years across AI/Data Science, software engineering, consulting, teaching and entrepreneurship.
π’ Current roles
| Role |
Organization |
Period |
| π€ Full & Transversal Stack AI Consultant Analyst (DS, AI Model, EDA, LLMs) |
Aquantic (Zonova SARL) |
2026 β now |
| π§ Founder & Designer of MatrixAI.fr β secure AI document intelligence (ZONOVA Research) |
Aquantic (Zonova SARL) |
2024 β now |
| π Consultant multidisciplinaire Tech & Innovation β NodeJS expert, Team/Squad Lead, Low/NoCode, AI trainer, Google Workspace admin |
Aquantic (Zonova SARL) |
2017 β now |
| π Fondateur & Architecte de Croissance StratΓ©gique β consulting, training & software distribution |
Aquantic (Zonova SARL) |
2017 β now |
| π CEO & Investor |
Resumify |
2021 β now |
| π Lecturer (ChargΓ© de Cours/TD) β Intelligence Γ©conomique & data processing |
UTBM |
2017 β now |
π Previous experience
| Role |
Organization |
Period |
| π Advisor of International Institution in Digital Technology (Blockchain, Crypto, Data Science) |
β |
2017 β 2022 |
| π‘ Expert en innovation numΓ©rique & SystΓ¨me d'Information 2.0 |
Puissance E |
2016 β 2021 |
| π Lecturer (ChargΓ© de Cours/TD) |
UniversitΓ© de Franche-ComtΓ© |
2017 β 2019 |
| π€ Member |
APM β Association ProgrΓ¨s du Management |
2016 β 2018 |
| ποΈ PrΓ©sident Directeur GΓ©nΓ©ral & Fondateur β portfolio clients, CA > 1 Mβ¬ |
Digit-Prime |
2013 β 2017 |
| π¨π Co-founder & Partner |
Digital-Solutions (ex Digit-Prime Switzerland) |
2016 β 2017 |
| π Founder & CEO |
Company in creation phasis |
2012 |
| β Chef de projet & Expert Java β offshore project support |
β |
2007 β 2009 |
| π οΈ Chef de Projet & Technical Lead β offshore (up to 7 engineers) |
β |
2005 β 2007 |
| π» Developer (new technologies) β Junior Developer |
Software Editor |
2004 β 2005 |
ποΈ Selected Client Work & Realizations
Highlights from the Aquantic portfolio β AI, Document Intelligence, training and product R&D.
π Explore 14 realizations
| Project |
Description |
Client / Domain |
| π 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 |
| π AI Training for 300+ people |
6-part AI program (LLM, NLP, deep learning, deployment) β 85% satisfaction |
Groupama |
| ποΈ Document Classification & Analysis Platform |
Import, organize & extract information from PDFs and images via AI |
Document AI |
| π¬ ia-Jean β AI prompting app |
Early ChatGPT-era multi-prompting library across several LLMs |
R&D β LLM |
| π§ LeadPilot IA |
Chrome extension structuring B2B LinkedIn conversations & analyzing performance |
B2B / AI Agent |
| π Resumify |
Data-driven platform turning a career profile into a shareable digital portfolio |
HR / SaaS |
| π AI Model for Pharmacy |
PoC recommending para-pharmaceutical products for partner pharmacies |
Pharma / Health |
| π Leexi integration β support call analysis |
NLP analysis of support calls to detect emotions & extract insights |
Customer Support |
| ποΈ Speech Emotion Recognition |
Research recognizing joy, sadness, anger, surprise from voice datasets |
R&D β Speech |
| π AI strategy for fluidics startup |
Technical & budget guidance for AI predicting CFD physical quantities |
CFD / Industry |
| π Formation Formateurs 4.0 |
Digital-tools & AI training for educators (foundry industry) |
Training / Industry |
| π¦ Logistics management suite |
Mobile app + REST web back-office for trade-fair logistics |
SEMPEX (Basel MESSE) |
| π Calculation Desk |
Free office software to open/edit Excel & OpenOffice spreadsheets |
Freeware / Tools |
| β¨οΈ PowerExpander |
Windows text-snippet library with instant hotkey access |
Desktop / Tools |
| Domain |
Expertise |
Key Projects |
| π€ AI & ML |
LLMs from scratch, Fine-tuning, Computer Vision, Speech Recognition, AI Agents |
transcription-mp3-to-text, whisper, detectron2, Flowise, LLaMA-Factory |
| π Cybersecurity |
OWASP Tools, Pentesting, CVE/MITRE Mapping, Attack Surface Analysis |
amass, hexstrike-ai, DependencyCheck, SniperPhish, CVE2CAPEC |
| π Document AI |
PDF Analysis, Layout Detection, OCR Pipelines, Document Processing |
PDFDocToJson, pdfme, ts-pdf, simplepdf-embed, CompHRDoc |
| π Full-Stack |
Node.js, TypeScript, Vue, React, Chrome Extensions |
Iphone-Powered, http-server-basicauth-ssl, LibreChat, aquantic-front |
| βΈοΈ DevOps |
Kubernetes, Docker, Cloud Deployment, Dev Environments |
kubespray, devpod, coolify-cli, rudder, packer-templates |
| π Hardware/IoT |
Arduino, NFC, Smart Cards, Embedded Systems |
AFE4490_Oximeter, android-hce, cardpeek-emv, QRCoder |
π Activity History β 2024 β 2026
| Year |
π₯ Contributions |
π Commits |
π Pull Requests |
π¦ Repos Contributed |
| 2024 |
389 |
123 |
8 |
36 |
| 2025 |
1,037 |
530 |
5 |
59 |
| 2026 β³ |
3,600 |
111 |
5 |
63 |
π Including private contributions Β· 2026 figures as of Oct 26, 2026 β and counting π

π¬ Recent Original Projects
Based on my recent activity and starred projects:
| Interest |
Projects |
Why |
| π€ AI Assistants |
openclaw/openclaw β118k |
Personal AI that truly understands context |
| ποΈ Computer Vision |
detectron2 β34k |
Object detection & segmentation at scale |
| π AI Shell Tools |
ShellOracle |
Intelligent command generation |
| π Claude Skills |
awesome-claude-skills β28k |
Extending AI capabilities |
| π‘ WebRTC |
coturn β13k |
Real-time communication infrastructure |
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
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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
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π€ Let's Connect & Collaborate
π
GitHub Journey Timeline
2009 βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ 2026
β β
ββ π Joined GitHub (June 9, 2009) β
β User #93783 - Early Adopter β
β β
ββ π± Iphone-Powered (2014) β
β First popular project - 50+ β β
β β
ββ π’ Founded Zonova β
β Innovation & Digitalisation β
β β
ββ π§ Launched Aquantic β
β Training & Consulting β
β β
ββ π Building Resumify (2024-Now) β
β AI-powered portfolio platform β
β β
ββ π§ Launched MatrixAI (2024) β
β Secure Document Intelligence β ZONOVA Research β
β β
ββ π MIT Professional Education (2026) β
β AI Applied to Data Science β Certified β
β β
ββ π Growth: 389 (2024) β 1,037 (2025) β 3,600 (2026) β
contributions & counting! | 2088 repos | 96 followers β
β¨ "Innovation distinguishes between a leader and a follower" β Steve Jobs β¨
β Star my repos if you find them useful! | π€ Let's build something amazing together | πΌ Open for opportunities
@rasata Β· Serial Entrepreneur Β· AI & Security Expert Β· 16+ Years on GitHub
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Forked from Aider-AI/aider
aider is AI pair programming in your terminal
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