Get in Touch
Computer Science student passionate about front-end development and cybersecurity. I build user-friendly web interfaces using React.js, Python and JavaScript.
Featured Project
Built a full-stack desktop application for video editing and AI-powered screen recording. Engineered GPU-accelerated rendering pipelines, implemented real-time AI processing for video enhancement, and designed an intuitive interface handling complex editing workflows. Developed cross-platform architecture supporting high-performance video processing while maintaining responsive UI/UX.
Hackathon Wins
AI-powered ecommerce platform augmenting Square databases with chat, interactive charts, data insights, psychographic analysis, and voice-enabled chart explanations.
Serverless forest monitoring system using AWS Lambda, Sentinel-2, and SageMaker — tracks deforestation in real-time with NDVI indices and K-means clustering.
Turns noisy AWS logs into actionable incidents using TiDB vector search and agentic LLM. Ingest, embed, detect spikes, and route alerts—serverless, fast, safe.
AI-powered supply chain forecasting platform using LLaMA 3 models to turn raw ERP data into actionable, real-time business insights—cloud-native and production-ready.
Work Experience
September 2025 - Present
- Reduced model inference latency by 65% (230ms → 80ms) by migrating threat classifiers from BERT to LLM-based embeddings on FastAPI
- Reduced CI/CD pipeline runtime by 67% (from 67 minutes to 22 minutes) through workflow isolation, build caching, and parallel testing.
- Improved frontend performance by cutting reload time from 30s to <1s using Vite HMR and shrinking JS bundles by 25%
- Increased test coverage to 85% across new modules (frontend, backend, APIs), exceeding CI/CD quality targets
January 2025 - August 2025
- Boosted automated test coverage to 83% using PHPUnit and Cypress across backend and frontend
- Cut CI runtime by 75% (40min → 10min) through caching, parallelism, and Docker optimizations
- Achieved 95%+ accuracy in 5 languages by building a FastText-based language detection API integrated into ETL pipelines
- Automated PDF reporting with Puppeteer, generating custom fonts, charts, and templates for intelligence reports
- Strengthened API reliability by applying OWASP guidelines and remediating vulnerabilities
2022 - 2024
- Improved video engagement by developing React + TensorFlow/WebGL 3D effects for Twilio Video demo apps
- Expanded developer adoption by authoring sample apps and blogs showcasing Twilio Video API integrations
- Increased delivery speed by collaborating in Agile sprints with GitHub-based CI/CD pipelines and peer code reviews
Education
Bachelor of Computer Science
Computer Science
đź“Ť Fredericton, NB, Canada
GPA: 4.1 / 4.3
2024 - 2028 (Expected)
- Focus on Computer Science fundamentals, mathematics, and applied computing
- Coursework includes data structures, algorithms, software engineering, and machine learning
- Active in research initiatives at the Canadian Institute for Cybersecurity
Classes Préparatoires aux Grandes Écoles
MPSI (Mathematics, Physics, and Engineering Science)
đź“Ť Rabat, Morocco
2023 - 2024
- Graduated Top of Class in rigorous French preparatory program
- Intensive curriculum in advanced mathematics, physics, and computer science
- Prepared for competitive entrance exams to top engineering schools
Baccalauréat en Sciences Mathématiques
Mathematical Sciences (French Curriculum)
đź“Ť Rabat, Morocco
2021 - 2023
- Graduated Top of Class with honors
- Specialized in advanced mathematics and sciences
- Strong foundation in analytical and problem-solving skills
Blog
Winning First Place at the 2023 Google and Square AI Hackathon
Sharing my experience and learnings from the hackathon, and the project I built.
Winning multiple hackathons in one year: 1Password, Outerbase (Cloudflare), and Google and Square
How I won multiple hackathons in one year, and what I learned from each of them.
Freelancing at Cyclic, Twilio, and DigitalOcean
A look back at my first year of freelancing and what I learned