Founder story
I’m the founder of IEB Group LLC (Wyoming): I ship the products myself and run distribution — MedQCM is live for Moroccan medical students, and Flouss is the personal-finance app I’m building next. I’m a CS student at Al Akhawayn (AI/ML track, FinTech minor, grad 2028), work full-stack with Deviteam, and I’m taking Stanford Summer Session 2026 (CS229 + ECON43) on a tuition grant. I also compete seriously in CTF and programming contests; that background is how I stress-test systems before I bet on them in prod.
Education
Specializations
Minor
Research Interests
Details
- Courses: CS229 Machine Learning (4 units) + ECON43 Financial Decision-Making (3 units)
- Recipient of $8,000 tuition grant
Flagship products & builds
Holding company site for IEB: MedTech, FinTech, and other product bets. What I use to point partners and users to what’s shipping.
MCQ revision for Moroccan medical students: AI corrections and explanations from real exam archives, campus reps, and a distribution model built for adoption. Live product with paying users.
Consumer FinTech for Morocco: spend tracking plus an AI money coach in French, Darija, and MSA. Landing and waitlist next; core thesis is habit formation + local language UX.
Personal ML project: XGBoost + LightGBM + LSTM ensemble on crypto data; Sharpe 1.64 in backtests (not live trading advice — research only).
Campus-scale social product: real-time chat, feeds, and relationship graph for Al Akhawayn. Example of owning full-stack complexity for a defined community.
Computer-vision safety system for driver fatigue — edge inference and practical ML packaging. Earlier deep-technical build before founder focus.
Other Projects
Agentic AI CLI teammate for CTFs: step-by-step reasoning and automated tooling (checksec, binwalk, strings). MIT license — technical depth on demand.
Learn all 118 elements through interactive games. Choose your learning style and start memorizing.
Intelligent degree planning system for AUI students. Tracks prerequisites, manages credits, and visualizes graduation paths. Helps students optimize their academic journey.
FullStack Website that helps Al Akhawayn University students find their ideal academic path. Major selection for AUI's SSE, SHSS; Minor Matcher and Interactive UI.
CLI tool for fetching and displaying GitHub activity. Creates stylized reports of repository activities. Streamlines GitHub data visualization.
Bash script designed to automate the creation of a comprehensive and organized directory structure within your home directory. Customizable and tailored for various file types and projects.
Script that allows you to enable or disable routing network traffic through the Tor network on Arch Linux using iptables and systemd.
Experience
Wyoming LLC I founded to house MedTech and FinTech products; I build the software, run campus distribution for MedQCM, and scope what ships next.
- MedQCM live — https://ieb-medprep.vercel.app — MCQ prep and AI explanations for med students
- Flouss in development: spending insights and localized AI coach (FR / Darija / MSA)
- IEB Ventures site — https://iebventures.com
Member of Al Akhawayn University's prestigious Deviteam, developing innovative software solutions under the Information Technology Services department. Collaborating with a talented team of developers to build robust applications and solve complex technical challenges that enhance the university's digital infrastructure and services.
- Implementing full-stack solutions using modern web development frameworks and technologies
- Participating in agile development cycles from conception to deployment
- Collaborating with cross-functional teams to optimize existing systems and develop new applications
- Contributing to code reviews and implementing best practices for software development
- Troubleshooting and resolving technical issues across the technology stack
- Building responsive user interfaces and optimizing backend performance
Honors and research work across machine learning ethics and numerical analysis.
- ML Algorithms' Amplification of Addiction: Profits vs User Well-being (AAAS framework)
- AI as Numerical Analyst: weight initialization analysis using Octave experiments (MTH honors)
Taught cybersecurity concepts and lab sessions to undergraduates and professionals. Resigned due to competing commitments.
- Supporting curriculum development and designing hands-on exercises
- Conducting vulnerability assessments and security audits
- Preparing and delivering instructional materials on secure coding practices
- Resigned from VP role to focus on IEB Group ventures and academic commitments
Lead reverse engineering and exploit development initiatives across multiple projects.
- Mentor and manage a diverse team focused on cybersecurity research
- Analyze software vulnerabilities and develop mitigation strategies
- Represent team in national and international cybersecurity competitions
- Ranked top 5 nationally in CTF competitions
- 24th place nationally at MCPC (Moroccan Collegiate Programming Contest)
Skills & Technologies
Languages & web
Data, ML & CV
Tools & OS
Security — practice
Activities & Leadership
- Demonstrates teamwork and agility
- Strategic play in competitive matches
- Excellent communication on court
- Participated in War of Words national competition
- Strong analytical and public speaking skills
- Engages in research and critical analysis
- Hones precision and strategic play
- Excellent time management and discipline
- Lead role performance
- Creative expression and stage presence
- Improvisation and storytelling
- Ensuring the event flowed smoothly
- Maintaining the energy of the event
- Ensuring the event was a success
Certifications
Software Engineer Intern Certificate
HackerRank
Mathematics for Machine Learning: Linear Algebra
Imperial College London
ISC2 Candidate
International Information System Security Certification Consortium
Python Data Structures
University of Michigan
Python (Basic) Certificate
HackerRank
Problem Solving Using Computational Thinking
University of Michigan
Global Impact: Cross-Cultural Management
University of Illinois Urbana-Champaign