Master's student in Data Science & Analytics with expertise in machine learning, deep learning, and building intelligent systems. Passionate about applying AI to solve complex, data-driven problems.
I'm a Data Science & Analytics Master's student with a strong background in software engineering, machine learning, deep learning, distributed AI, and knowledge representation. Experienced in fine-tuning LLMs, building intelligent systems, and developing scalable software solutions.
My passion lies in applying AI to solve complex, data-driven problems efficiently and creatively. I'm constantly exploring new technologies and methodologies to expand my expertise in the AI field.
Relevant Coursework: Machine Learning, Deep Learning, Generative AI, Distributed AI, Big Data (Spark, Hadoop), NLP, Speech Processing, Advanced Multimedia Processing, Graph Algorithms, Semantic Web (SWRL, SPARQL), Knowledge Representation.
Graduated with Honors
Graduated with Honors
Graduated with Honors
Developed a fine-tuned LLaMA model that generates article angles and writing ideas to support journalists. Included dataset preparation, prompt engineering, model training, and evaluation.
Performed deep analysis and profiling of the OpenDVC video compression framework to identify computational bottlenecks in compute, memory, and GPU usage.
Investigated whether ASR models can detect laughter and output a dedicated token without harming transcription accuracy. Designed a custom dataset and fine-tuning pipeline.
Built a distributed federated learning system to classify recyclable vs. non-recyclable materials, implementing multi-client training, aggregation, and evaluation.
Designed an OWL ontology to represent Moroccan artisanal crafts. Implemented semantic queries using SPARQL and SWRL rules for advanced inference and knowledge modeling.
Designed and developed a social networking platform using modern full-stack technologies.
Created a responsive web store for product management and customer order workflows.
Developed two desktop applications to automate mission expense calculations and employee day-off tracking.
Native
Full Professional Proficiency
Professional Proficiency
Analytical approach to breaking down complex issues
Systematic investigation and analysis
Data-driven decision making and pattern recognition
Identifying and resolving technical issues efficiently
Quickly adapting to new technologies and methodologies
Articulating complex concepts in understandable terms