Skills & Expertise

What I've learned, where I studied, and what I master

Education

2020 - 2024
Bachelor's in Computer Science
University of Rwanda — Focus on AI, Data Science, and Cyber Security | GPA: 3.8/4.0
2018 - 2020
High School Diploma — Mathematics & Physics
Groupe Scolaire Saint André — Top 5% nationally

Certifications

Certified Ethical Hacker (CEH) — EC-Council, 2022
TensorFlow Developer Certificate — Google, 2023
AWS Solutions Architect — Amazon, 2024
Python Institute PCAP — 2021
CFA Level 1 Candidate — 2024
CompTIA Security+ — 2023

Machine Learning & AI

TensorFlow PyTorch LSTM/GRU Transformers HMM XGBoost Random Forest Reinforcement Learning Quantile Regression Conformal Prediction

Quantitative Finance

VaR / CVaR Sharpe Optimization Backtesting Monte Carlo Kalman Filters Risk Management Pairs Trading

Cyber Security

Penetration Testing Cryptography SOC Analysis Bug Bounty OWASP Top 10 Network Security Incident Response

Programming & Development

Python (Expert) C++ JavaScript React Node.js TypeScript SQL/NoSQL

Infrastructure & DevOps

AWS/Azure/GCP Docker/K8s CI/CD Pipelines Terraform Grafana/Prometheus PostgreSQL/Redis

Soft Skills

Leadership Problem Solving Team Collaboration Communication Project Management Mentorship