mounir19000
Mostefai Mounir Sofiane
ESI Algiers (ex-INI) · Algiers, Algeria
About
Who I Am
Engineering student in computer science at ESI Algiers, working at the intersection of machine learning, computer vision, and modern web development. I build AI systems from data exploration to API deployment, ship production front-end interfaces, and compete in datathons and hackathons.
AI / Machine Learning
Building data-driven systems end to end: exploration, modeling, evaluation, and deployment as APIs. Strong interests in computer vision, NLP, recommender systems, adversarial ML, optimization, and edge/on-device inference.
Front-end & UI/UX
Designing and shipping production interfaces with React, Next.js, Angular, TypeScript, and Tailwind, backed by freelance experience across showcase sites, redesigns, and internal tools.
I also work across HPC, networking, and DevOps: CUDA parallelization, data center design (spine-leaf, eBGP, ECMP), virtualization, and Linux systems.
Experience
Experience & Education
Data Science & AI Intern
Student Spec Insights — ESI AlgiersSept. – Oct. 2025
- ▹Built an end-to-end AI recommendation system for fourth-year specialization choices, used by 750+ students.
- ▹Collected and analyzed 5+ years of academic data; implemented PCA and clustering modules.
- ▹Delivered interactive dashboards that reduced analysis time by 80% for instructors and researchers.
Python, FastAPI, SQLAlchemy, React, TypeScript, Tailwind
Freelance UI/UX Redesign
Windsor SchoolFeb. 2025
- ▹Completed a full UI/UX redesign of the school's showcase website.
- ▹Reconstructed the information architecture, user journey, and responsive front-end integration.
Freelance Front-end Developer
EURL KsentiniSept. 2024
- ▹Designed and delivered a turnkey showcase website with Next.js, optimized for SEO and performance.
- ▹Handled end-to-end technical management: hosting, DNS, and professional email setup.
- ▹Achieved a top-three Google ranking and a Lighthouse score of 94/100.
Next.js, SEO, DNS
Education
National Higher School of Computer Science (ESI, ex-INI)
Engineering degree in computer science
September 2022 → 2027 (in progress)
Certifications
Community
Vice-President
— Shellmates ClubAug. 2025 – Jul. 2026
Managed club operations and supervised technical workstreams in cybersecurity and development. Led the WriteUps Bank platform for internal CTF knowledge sharing.
Projects
What I've Built
Road Sign Detection
Deep learning pipeline for autonomous driving scenarios, optimized for model size and inference speed on ESP32-class IoT devices.
Apr. – Jun. 2026
Clinical Alert Generation
3rd — CSE DataHack 2026
NLP model that generates clinical alerts from patient medication prescriptions with 85% accuracy.
Feb. 2026
Vehicle Routing with Time Windows
3rd — SOAI Haick 2026
Optimization challenge balancing routes, capacity, time windows, and travel costs through heuristics and metaheuristics.
2026
AR Food Gallery
Winner — Future Caravane 2025
Interactive culinary gallery in mobile augmented reality. Winner of the Future Caravane hackathon.
Sept. 2025
Networking Simulations
Deployed OpenSSH and vsftpd, then simulated wired networks in Mininet with bandwidth, latency, and packet loss control.
Dec. 2024 – Feb. 2025
Electronic Health Record
Served as front-end technical lead on a medical records prototype with full API integration and Git workflow setup.
Dec. 2024 – Jan. 2025
Face Recognition for Attendance
1st — Training Camp 2024
Real-time attendance prototype using YOLOv8 for detection and ResNet for face recognition.
2024
Competitions
Hackathons & Datathons
2 wins and 4+ podium finishes across AI, NLP, optimization, and computer vision challenges.
Future Caravane 2025
2025
Djezzy hackathon (100+ participants) — AI Developer: Meal Recommendation + Voice Chef + AR Food Gallery
Training Camp 2024
2024
Face recognition system for worker attendance
CSE DataHack 2026
2026
Healthcare NLP — Clinical alert generation
SOAI Haick 2026
2026
Vehicle routing and optimization challenge
MobAI Hackathon
2025
BookAise — Book Search & Recommendation
Skills