Benjamin Barrere

CTO

Nîmes, Occitanie, France0 mo experience
AI EnabledAI ML Practitioner

Key Highlights

  • Expert in cognitive systems and AI interaction design.
  • Developed a unique cognitive vector for instant AI adaptation.
  • Strong background in RNG and secure transaction systems.
Stackforce AI infers this person is a deep-tech AI architect specializing in cognitive systems and secure software engineering.

Contact

Skills

Core Skills

Cognitive Systems EngineeringAi Interaction DesignRng SpecialistStatistical Module Design

Other Skills

DevOpsRisk Management AlgorithmsApplication SecurityEdge Computing (Cloudflare Workers)Bot Detection & Fraud PreventionBackend ArchitectureCryptographyDistributed SystemsGo (Golang)Next.js / Web ArchitectureApplied CryptographyPsychométrie computationnelleCryptographieModélisation mathématiqueMachine Learning Operations (MLOps)

About

🚀 Investor-Ready Startup / Deep-Tech Founder Bio (English Version) I am a full-stack senior engineer, security architect, and independent AI systems designer with 10+ years of experience building high-performance platforms, transactional systems, and intelligent software. I am currently developing CoreHuman OS, a deep-tech framework introducing the concept of the HCS-U7 (Human Cognitive Signature) — a compact, cryptographically secured cognitive vector that enables instant AI-to-human adaptation without training or behavioral monitoring. My work bridges three fields: Computational cognition High-performance systems engineering Applied AI for real-time adaptation ⚙️ Technical Focus Architecture of large-scale systems (Go, Node.js, TypeScript, Next.js, React) Cloud & DevOps: AWS, Linux, Docker, CI/CD API engineering (REST, WebSocket, real-time pipelines) Mobile & cross-platform: Flutter, React Native Cryptography, secure design, identity engineering RNG (Random Number Generation) analysis & validation (NIST, Dieharder) 🔐 RNG & Security Expertise Before launching CoreHuman OS, I specialized in gaming and betting platforms: RNG algorithm design & validation Cryptographic integrity checks Secure transaction systems Anti-fraud & anomaly detection pipelines 🧠 HCS-U7 — A New Layer Between Humans and AI HCS-U7 is a proprietary model producing: a stable cognitive vector, interaction preferences, behavioral dynamics, a cryptographic identity signature (CHIP-96+), allowing any AI agent or robotic system to adapt instantly to a specific individual — without data harvesting or learning loops. This turns onboarding from “train the system to understand you” into “provide your HCS-U7 code — adaptation is immediate.” 🚀 Vision CoreHuman OS aims to become: a universal human-AI interface layer a standard for adaptive AI agents, a secure identity mechanism for robotics, personal AI, and autonomous systems. 🔭 What I’m building I am assembling the foundations for: AI agents that adapt in under 2 seconds Robotics systems with zero observation phase Identity-driven AI personalization without data collection A future protocol for human-machine communication If you are an investor or deep-tech partner interested in: AI adaptation cognitive modeling robotics interaction secure identity systems or frontier innovation, I’d be happy to connect.

Experience

0 mo
Total Experience
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Average Tenure
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Current Experience

Ia-solution

2 roles

Lead Developer & Cognitive Systems Architect

Promoted

Mar 2022Present · 4 yrs 1 mo

  • Je conçois et développe des architectures applicatives avancées au sein de la-Solution, incluant des systèmes d’analyse cognitive appliquée et des outils d’interaction humain–IA de nouvelle génération.
  • Mes travaux incluent notamment :
  • développement d’un moteur propriétaire de signatures cognitives vectorielles (HCS-U7),
  • conception d’API haute performance destinées aux IA modernes,
  • création d’outils d’adaptation automatique du comportement conversationnel,
  • intégration de pipelines de calcul distribués et sécurisés,
  • développement full-stack d’interfaces spécialisées pour l’interprétation cognitive.
  • Le focus principal est l’exploration de nouveaux modèles de représentation humaine adaptés à l’IA conversationnelle, en respectant des méthodologies strictes : reproductibilité, cryptographie légère et structuration vectorielle.
AI Interaction DesignCognitive Systems Engineering

Développeur web principal chez Ia-Solution

Jan 2021Present · 5 yrs 3 mos

DevOps

Congo gaming sarl

Programming Analyst – Gaming, Sports Betting & RNG Specialist

Feb 2015Sep 2024 · 9 yrs 7 mos · République démocratique du Congo · Hybrid

  • Worked on the development, validation and technical analysis of gaming and sports betting systems.
  • Main responsibilities included:
  • Design and analysis of statistical modules for game engines and odds computation
  • RNG Specialist: mathematical validation, quality control, distribution testing, entropy measurement
  • Creation of testing protocols to detect bias, correlations, predictability or exploitable patterns
  • Support for risk-management algorithms and real-time data processing pipelines
  • Collaboration with product and compliance teams to ensure robustness, fairness and regulatory alignment
  • Role requiring strong mathematical expertise, applied computer science, and an in-depth understanding of gaming mechanics and betting systems.
Statistical Module DesignRNG SpecialistRisk Management Algorithms

Education

University of Pretoria – Afrique du Sud

BSc in Information and Knowledge Systems – Cybersecurity Stream — Cybersécurité / Informatique

Feb 2018May 2021

Technische Universität München – Allemagne

BSc Informatique – Sécurité des systèmes et réseaux — Informatique / Sécurité informatique

Sep 2002May 2005

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