👨‍💻 Data Scientist

namR  • Paris, France

July 2023 — January 2024

End of study internship - Addressing climate issues with Data Science - Recommandation Letter 📜
As part of a team of 7 people, developed Machine Learning models, and worked on R&D topics about noise detection in ML labels on subjects related to the green renovation of buildings and the ecological transition.

• Developed a method to filter noisy labels from training datasets via Confident Learning, thus improving data quality and model performance.
• Developed a Meta-Model (LightGBM + KNN) to predict the type of France's 34 million buildings (Residential, Tertiary, Industrial, Agricultural).
• Worked in Agile mode and regularly presented results to other Data Scientists and Data Engineers.
• Improved the internal repository by modifying the Gitlab CI through the addition of various linters and typing.
• Optimized SQL queries on PostgreSQL to process millions of spatial data.
• Regular company-wide presentations on technical subjects (Confident Learning, LLM, etc.).

Data ScienceDataikuPostgreSQLMachine LearningData AnalysisR&DCommunicationLarge Language Models

📝 Technical Writer

Medium  • Home

January 2023 — Present

Freelance - Writing technical articles on the Medium platform.

• Interested more than 35,000 readers by writing 18 articles on various Data Science topics, guided by my curiosity.
• Keynote Speaker at the Google Student Developer Club ML Summit; inspired over 80 participants by sharing my personal journey in Data Science and AI, motivating their active engagement and public contributions.
• Demonstrated to students the need for Quantization of models with limited resources (i.e. standard GPUs) and a fine-tuning experiment for text and article summary generation.

Data ScienceCommunicationLarge Language ModelsDeep LearningNatural Language Processing

👨🏻‍🏫 Teaching Assistant

UQAC  • Chicoutimi, Canada

February 2023 — April 2023

Part-time work - Correction of Bachelor's degree students' work - Recommandation Letter 📜

• Algorithmic - Complexity analysis, recurrence, Djisktra, Divide and Conquer strategies, etc.
• Machine Learning for Data Science - Verification that the correct development steps of a machine learning project are followed.

PythonScikit-LearnTensorFlowJupyter NotebookPrecisionRigor

🚀 Research Assistant

HICUP Laboratory  • Koper, Slovenia

September 2021 — February 2022

Six-month internship as an assistant engineer - Recommandation Letter 📜
Assisted researchers and PhD students in their Human-Computer Interaction projects.

• Preprocessing - Used Optical Character Recognition (OCR) and Natural Language Processing (NLP) to preprocess thousands of text files for machine learning algorithms.
• Data Collection - Built a 3000 movie/script dataset by scraping online from different sources for Elham Motamedi's research project on the Detection of Hedonic and Eudaimonic Movies Characteristics from Scripts.
• Data Scraping - Developed a GUI/Cron tool to automatize the collection of tweets from Twitter under Marko Tkalčič supervision.
• Plagiarism Detection - Developed a Python tool that detects plagiarism between several files and presents its results in a table. It shows side-by-side comparisons of texts where similar sentences between documents are highlighted.
• Conference - Attended HCI SI 2021 conference (Psychophysiology, User Gullibility, Behavioral Authentification, Music Retrieval and Recommendation...)

PythonResearchOCRNLPSeleniumTkinterScikit-LearnBERT

📚 Library Monitor

UTBM  • Belfort, France

October 2020 — June 2021

Part-time work during my studies.

• Tidied books.
• Helped students and professionals with documentary research.
• Ensured compliance with library regulations.
• Redesigned of bookshelf signage.

PunctualityOrganisational CapacityAttentivenessCreativity

🥼 Laboratory Technician

SWISS KRONO SAS  • Sully-sur-Loire, France

January 2019 — February 2019

One-month worker internship as part of my engineering training.

• In charge of the comparison of Volatile Organic Compound analysis methods on particle board between the percolator and the Gas Analysis. The purpose of this comparison was to enter a new standard.

PunctualityRigorPrecision

🎓 M.Sc in Computer Science

UQAC  • Chicoutimi, Canada

September 2022 — February 2024

Dual degree in the context of an agreement established with the UTBM.
Specialization in Artificial Intelligence
Current CGPA 4,22/4,30.

• Machine Learning for Big Data (A+)
• Artificial Intelligence (A+)
• Business Intelligence Principles and Methods (A+)
• Advanced Data Structures and Algorithms (A+)
• Computer Vision and Image Processing (A+)
• Deep Learning (A)
• Practical Workshop in Artificial Intelligence (A+)

PythonC++JavaPyTorchTensorFlowTableauPowerBI

🎓 Computer Science Engineer

UTBM  • Belfort, France

September 2018 — February 2024

Specialization in AI and Data Science
Last semester's GPA in Data Science 98/100 (Maximum grade is A).

• Data Science (A)
• Business Intelligence Big Data (A)
• Database optimization (A)
• Business English (A)
• Human Computer Interaction (B)
• Optimization and Operational Research (B)
• Parallel Computing and Multicore Architecture (B)

PythonCSQLPowerBISQL ServerMySQL

🌅 Semester Abroad

FAMNIT  • Koper, Slovenia

February 2020 — July 2020

Study term abroad (6 months), mathematics and computer science courses in English.

AlgebraCalculusEnglishHTMLCSS

👨🏼‍🎓 Highschool Student

Bernard Palissy  • Gien, France

September 2015 — June 2018

French High School National Exam obtained with the European Mention certifying a significant investment in my subjects in English (mathematics in English as well as an extra hour of English in euro group)

English