DENIS Théo
Portfolio
About me
Hey, I'm Théo DENIS, and I am currently a master Healthcare Data Science student in the Faculté de l'Ingénierie et du Management de la Santé (ILIS) in Université de Lille.
Passionate about numbers and formal sciences since my youngest age, I was also interested in the humanities and natural sciences, sports and sports, as well as philosophy and art; this is why I am particularly interested in reconciling these areas, this is why data analysis is my new credo.
Constantly looking for works and having several paintbrushes, I am able to bring new colors to my mind in order to contribute to a new current of the art of training and of health.
Professional projects
Projects in progress
Package R saemix
Extending saemix to models with inter-occasion variability in pharmacokinetics
Description
Extending saemix to models with inter-occasion variability in pharmacokinetics
This project is part of the Data Science in Health master's degree, under the supervision of the creator of the R saemix package, Emmanuelle COMETS, and Florence LOINGEVILLE, professor at the University of Lille.
Conducting a study
Study on chronic traumatic encephalopathy and social networks
Description
Conducting a study and writing an article on the assessment of awareness of chronic traumatic encephalopathy on the social network Reddit, using Reddit Explorer.
Théo Inc.
Creation of a company, and development of an application and a website to collect, process and analyze qualitative and quantitative data of athletes
Description
To carry out one of my professional projects, I wanted to create a company to analyze athletes' data with the aim to optimize sports performance.
This starts with the creation of a website and an application to be able to collect qualitative and quantitative data from them, with an intuitive interface to facilitate and ensure the relevance of the data.
Finished projects
Master's Thesis M1
Development of an application for qualitative and quantitative research on Reddit as part of an evaluation of awareness of chronic traumatic encephalopathy within sports practices on social media
Description
End of internship report at F2RSM Psy as part of the Master 1 in Data Science in Health.
Development of an application for qualitative and quantitative research on Reddit as part of an evaluation of awareness of chronic traumatic encephalopathy within sports practices on social media
Reddit Explorer
Application intended for scientific research on data from the social network Reddit
Description
As part of my internship in Data Science at F2RSM Psy, I developed an application, Reddit Explorer, allowing scientific research on data from the social network Reddit.
It is possible to analyze more than 800 forums scraped multiple times a week by an ETL also developed, where any of the 100,000 forums offered by Reddit can be selected, with a limit of 1,000 posts.
The application offers a selection step, statistical description, and data export to deepen the study.
Description
Creation of a digital library management application in R.
This application allows you to group all your books using their unique identifier, the ISBN, and offers various graphs and reading statistics.
It allows you to track your readings, organize your library, and have it in your pocket.
Descriptive statistics
Development of an automatic script for descriptive statistical analysis for a dataset from Goupile or another format, using the R language.
Description
As part of my internship in Data Science at F2RSM Psy, I automated an R script that allows for a preliminary descriptive analysis of the variables in a dataset that may come from the eCRF Goupile, or be filled out manually in Excel.
At a time when big data is an integral part of studies, automating the descriptive analysis of variables not only saves time but also helps to quickly guide research.
This script was developed with Doctor A. LAMER.
Narrative review
Exploring the Pipeline of Social Media Data Reuse for Enhancing Health Research: A Narrative Review
Description
As part of my internship in Data Science at F2RSM Psy, I participated in writing a narrative review on the use of social media in research.
This narrative review was conducted alongside Dr. A. LAMER.
Description
Creation of a dashboard in Python on the evolution of flu around the world based on web scraping data from the World Health Organization.
This project is being carried out in collaboration with four other students as part of the Master's program in Data Science in Health.
Scoping Review
Applications and perspectives of artificial intelligence in dentistry - A scoping review
Description
Conduct and writing of a scoping review dealing with the involvement of artificial intelligence in dentistry, as part of an evaluation in the Master of Healthcare Data Science.
This scoping review is written in collaboration with two other students.
Logistic regression
Logistic regression on the survival of patients admitted to an intensive care unit
Description
Practical work of a logistic regression conducted on a dataset from patients admitted to an intensive care unit in a hospital.
This logistic regression is intended to predict the survival of these patients.
It was carried out as part of an evaluation in the Master of Healthcare Data Science.
Description
Practical work on a linear regression conducted on arteriosclerosis and its main risk factors. The thickness of the wall between the intima and the media being a recognized factor in arteriosclerosis, it was measured by ultrasound on a sample of 110 subjects in 1999 at the Bordeaux University Hospital. This sample is analyzed here to try to predict whether a patient has arteriosclerosis.
It was carried out as part of an evaluation in the Master of Healthcare Data Science.
Handball planning
Handball session planning project for the RACC Handball U11 F A women's team (2023-2024)
Description
Handball sessions planning for a full U11 women's season through the example of the Nantes club RACC Handball for the 2023-2024 season.
This project was carried out as part of a third year Bachelor's Sports Training end-of-year evaluation, under the supervision of Mr. LE DU Y. et Mrs. LECLERC A..
Athletism planning - 400m Hurdles
400m Hurdles session planning project for a national level cadet
Description
One year 400m Hurdles session planning for a national level cadet.
This project was carried out as part of a Bachelor's Sports Training evaluation, following a Fédération Française d'Athlétisme formation.
Description
Planning and animation of ten 300m sessions for second year Bachelor's Sports Training and Education and Motricity students with the aim to evaluate them at the end.
This project was carried out by all the third year Bachelor's Sports Training students of Nantes' UFR STAPS.
Description
400m session planning for the authors of this project as part of a final 400m evaluation at the end.
This project was carried out with three other third year Bachelor's Sports Training students as part of Energetic Training's evaluation in Bachelor's Sports Training.
Description
Fictitious qualitative and quantitative data analysis of a professional american footballer having five sessions a week and four "hard weeks" with the aim to optimize his training and his performance. The data analysis was carried out with JASP.
This project was carried out as part of a Bachelor's Sports Training evaluation, under the supervision of the doctor MORIN S..
Description
Literature review about the concussion, its effects and the intervention strategies in training to prevent it. This review deals with some disciplines but especially american football where the concussion is common pratice, as well as the famous works of the professor OMALU B. I..
This project was carried out as part of Bachelor's Sports Training evaluation.
Description
Quantitative and qualitative data analysis previously collected of a professional footballer with the aim to optimize his training and his performance. The data analysis was carried out with JASP.
This project was carried out as part of a Bachelor's Sports Training evaluation, under the supervision of the doctor MORIN S..
Psychology assessment
Evaluation of two trainer-sportsman dyads quality in cyclism and athletism.
Description
Evaluation of two trainer-sportsman dyads quality in cyclism and athletism.
Interviews with a professional cyclist, an amateur athlete and their respective coaches in order to collect and analyze qualitative data to characterize each of the dyads.
This project was carried out with another student as part of Bachelor's Sports Training evaluation.
Description
Writing of an second year Bachelor's Sports Training end-of-year dissertation about the evolution of the 4th down in american football.
Data analyse of more than 60 000 data from more twenty years of NFL professional seasons to characterize this evolution.
Description
« Visibly a force is working before us, which seeks to free itself from its shackles and also to surpass itself, to give first everything it has and then more than it has: how else can we define the spirit? and by what can spiritual force, if it exists, be distinguished from others, if not by the faculty of drawing from itself more than it contains? » - Henri Bergson
Writing of a dissertation under the supervision of the philosopher GUILLAMAUD Patrice.
Professional experiences
Data Analyst Engineer
Data Analyst Engineering Internship at SNCF Voyageurs
Hellemmes (59)
Description
Data Analyst Engineering Intern for the Key Component Engineer of Safety Equipment for a final-year Master’s internship in Health Data Science.
Development of automations enabling the analysis of feedback from train sets.
Data Scientist
Five-month Data Science internship at the Regional Federation for Research in Mental Health and Psychiatry
Saint-André-lez-Lille (59)
Description
Master's internship in Data Science in Health within the F2RSM Psy under the supervision of Mr. LAMER A. for five months.
Internship focused on the analysis of data from Reddit forums on the themes of bigorexia, dysmorphia, Eating Disorders, and more generally on the links between physical activity and mental health.
But also writing articles, Methodology Tips, application development, data analysis...
Sports Training - Handball
Two years intership in Sports Training at RACC Handball in Nantes : U11, U13 and U15 women / U10 men.
Nantes (44)
Description
Bachelor's Sports Training intership at RACC Handball in Nantes, under the tutelage of Mrs. LECLERC A..
Training of the two U11 F women's team two days a week and the week-end for games.
Intervention in the sports training of U13 and U15 women, and U10 men too.
Sports Training - Athletism
Athletism Trainer Formation from the Fédération Française d'Athlétisme at the Université de Rennes 2.
Rennes (35)
Description
Four weeks intership at the Université de Rennes 2 by two stakeholders from the Fédération Française d'Athlétisme.
The objective of this training was the training and physical preparation of benjamins, cadets and minimes in each discipline of athletics.
Education
Master HDS
Master Healthcare Data Science at Faculté d'Ingénierie et Management de la Santé (ILIS), Université de Lille
Loos (59)
Sports Sciences' Bachelor
Bachelor's of Sport Sciences with major in Sports Training and minor in Healthcare, athletism and handball at Nantes Université
Honours
Nantes (44)
CPGE MPSI
Preparation for national competitive entrance exams to leading French elite "grandes écoles"specializing in mathematics, physics and engineering sciences at Descartes High School.
Passed
Tours (37)
High-School
Scientific A-Level with minor in Mathematics at Paul-Louis Courier high-school
Highest Honours
Tours (37)
Middle School
Certificate of general education at Pablo Neruda middle-school
Highest Honours
Saint-Pierre-des-Corps (37)
More about me
Opening up to the world is now necessary, so we can no longer remain understanding each other in a single city, in a single country - the evolution is now international.
That's why it's important for me to learn several languages as well as to know several cultures, to know the history of civilizations and our world, all the differences that can unite two people; Just as it is important for me to learn the languages of the world of computer science and programming, to be versatile, to better understand it and to interact with it better.
Skills
Langages de programmation
CSS
DAX
HTML
Python
R
Scala
SPARQL
SQL
VBA
Languages
Logiciels
Airflow
AWS
Bootstrap 5
Databricks
Excel
GIT
JASP
Power BI
Powerpoint
Word
Interests
Physical and sports activities
Sport and physical activity being two of the sources of my professional ambitions, they have also rocked my daily life for many years. The Covid-19 pandemic and the entry into higher education made me stop practicing my passion for American football, but that did not prevent me from still being athletic and dynamic, and from winning titles, nor from expanding my attraction to this discipline.
Perseverance, rigor, discipline and teamwork are qualities that I have been able to acquire by practicing several disciplines, qualities that are dearly anchored today and that are easily carried over to my professional work.
Reading
« You will be as good if not better than those who will do the same studies as you, what will make the difference will be what you learn and what they will not learn » my parents used to tell me ; this is surely where my self-teaching, my autonomy and my thirst for discovery and learning come from.
It's rare that a subject doesn't interest me or only slightly, so reading is part of my daily life, whether it's articles, classical literature, philosophy, poetry, essays or art books ; readings that allowed me to reflect on many words in order to support personal and well-argued ideas, and to have a broad and almost unlimited culture.
Art
A deep attraction to art also characterizes the person that I am, it is summed up in the Hegelian arts, to which I add the art of dance. True vectors of stories and emotions, the arts allow me to bring to my mind new forms to hear and understand each of the ideas that I may encounter, as well as to flatten and erase the boundaries of my critical mind, contributing to the affirmation and argumentation of my own ideas.
More than simply looking, contemplating art, it is creation that allows us to think, to express, to persevere in life; it is she who is the foundation of the strength to live. So I have the ambition and the will to create - to paint, to sculpt, to rhyme - and to make my work a dance.
Writing
Finally, there is one last passion that has arisen from my reading, that of writing: personal and well-argued ideas, as well as thoughts, are worth sharing; This is the art of philosophy, an art that can be directly transposed to the professional world where communication and the defense of ideas take precedence.
Thus, a Dantesque, or denisian, poem and a treatise on religion and belief are two of my personal projects that are currently being written. This helps to enhance my creativity and my writing skills.
Contact
