LinkedIn  ·  ORCID  ·  VideoRAPL DOI

I'm a Moroccan Computer Science graduate from Northwestern Polytechnical University, working at the intersection of human-computer interaction, applied AI, UX and product design, research, and digital innovation.

I enjoy turning ambiguous human problems into clear product directions, testable prototypes, and well-documented technical systems. My work combines user-centered thinking with hands-on experimentation—from independently releasing a reproducible research benchmark to building and monetizing mobile products.

VideoRAPL is a privacy-reviewed dataset and reproducible benchmark for inferring video workloads from Intel RAPL processor-domain power traces.

I independently designed, collected, implemented, evaluated, documented, and released the project as my undergraduate research.

• 589 public traces and 1,142,410 sample rows
• 40,163 modeling windows with 83 engineered features
• Classical machine learning, deep learning, and live-prefix inference
• Trace-level evaluation with documented evidence boundaries
• Public code and documentation under MIT; research artifacts under CC BY 4.0

Explore: Repository · Dataset DOI · Dataset card · Reproducibility guide

• Human-centered AI: human-AI collaboration, intelligent interfaces, multimodal interaction, privacy, and trust
• Product and UX: user-centered problem framing, interaction design, prototyping, product strategy, and lifecycle thinking
• Applied research: experimental design, data collection, machine learning, evidence mapping, and reproducible communication
• Entrepreneurial execution: product ideation, publishing, growth, monetization, and learning from real users
• Visual craft: interface design, scientific visualization, photography, videography, and visual storytelling

Research & AI
Python · PyTorch · scikit-learn · XGBoost · pandas · NumPy · Matplotlib

Product & experience
Figma · Flutter & Dart · Interaction design · Prototyping · UX research concepts · Product strategy

Systems & reproducibility
Linux · Git & GitHub · Intel RAPL · FFmpeg · PyQt5 · SQL · Scientific documentation

• Outstanding Thesis — undergraduate thesis recognition
• Excellent Graduate — Northwestern Polytechnical University
• Creator and sole maintainer of the VideoRAPL v1.0 public release
• Built mobile products reaching 500K+ cumulative installs and $20K+ cumulative revenue

I'm especially interested in opportunities and collaborations involving HCI, AI product design, human-AI interaction, multimodal systems, UX research, applied AI prototyping, and digital innovation—work where research, design, engineering, and product judgment reinforce one another.

• LinkedIn
• ORCID
• GitHub

_{Thoughtful technology starts with people, earns trust through evidence, and creates value through execution.}