System Ready // 2026 Node Active

Full-Stack
DevSecOps
& AI Architect

Bridging theoretical complexity with hardened production environments. Holding a BSc in Applied Mathematics & Computer Science (UNISA), I apply mathematical rigor to infrastructure and sports analytics. Certified Associate Data Scientist (Python) and TryHackMe SEC1, backed by CISCO Networking foundations. I build systems that don't just work—they endure.

SYSTEMS ONLINE
RUSTENBURG, ZA
PENTAGI-ACTIVE
Philosophy
"Mathematical Precision,
Hardened Logic"

My approach is dictated by the "Thin Client, Thick Backend" paradigm. Whether it's a Flutter UI or a sports prediction engine, I believe in offloading computational weight to high-performance, containerized backends.

Leveraging Monte Carlo simulations and Markov chains, I transform raw data into strategic insight, while maintaining a "security-first" posture across the entire stack.

Credentials
Technical Matrix
Core Architecture
  • Flutter (Cross-Platform)
  • Go / Rust (APIs)
  • AWS Lambda (Serverless)
  • Hetzner Cloud (VPS)
Intelligence
  • DataCamp Data Scientist
  • Monte Carlo Simulation
  • Python / NumPy / Pandas
  • LLM Orchestration
Cybersecurity
  • TryHackMe SEC1
  • CISCO Networking Basics
  • Kali Linux / Nmap
  • Penetration Testing
Infrastructure
  • Docker / Kubernetes
  • Linux Administration
  • Firebase / Supabase
  • CI/CD Pipelines
Featured Work
02 / OPEN SOURCE
PentAGI Telegram

Authored the Telegram bot integration for the PentAGI autonomous security project. GPG-signed verified contributor.

Go Telegram API
03 / ANALYTICS
Monte Carlo Predictor

Sports analytics engine using Markov chains to simulate 10k matches for high-probability outcome forecasting.

Python Data Science
J
Jarvis
PORTFOLIO AI INSTANCE
System updated. I can now verify Freddy's BSc Applied Maths/CS academic status and his DataCamp/TryHackMe certifications.
Collaboration

Secure a consultation.

Available for DevSecOps architecture, secure app development, and data science consulting.