Robin Nogues
Passionate Software Engineer with a strong Python experience, specialized in data pipelines and data analysis for innovative solutions.
Professional Experience
Data Engineer
Sancare, Paris, FR
June 2023 - Present
- Design and implement robust ETL pipelines for healthcare data with Python and SQL, ensuring data integrity and system scalability.
- Data recovery from complex hospital databases.
- Indexing and extraction of a wide range of textual data (PDF, DOC, HTML, CSV, HL7 FHIR, ...).
- Implement Optical Character Recognition (OCR) technology to extract and digitize data.
- Optimising queries using the SQL execution plan.
- Investigation, repair and improvement of legacy code.
- Contribute to clinical studies by providing data engineering support, ensuring accurate and timely data processing for research purposes.
- Collaborate with clients to define product specifications, translating business needs into technical requirements.
Data Science Intern - Computer Vision
Alten, Toulouse, FR
September 2022 - February 2023
- Applied computer vision to team pursuit races (cycling).
- Track line detection using image processing tools (OpenCV).
- Cyclist detection with a detection model (YOLOV5) + tracking (Norfair).
- Measurement of various distances from detections and post-processing (clustering and signal processing).
- Results presented in a Streamlit dashboard using Plotly graphs.
Personal Projects
- Hands recognized using Mediapipe.
- Python script to create the training dataset.
- Training and use of an RNN model using TensorFlow.
- Detection of letters with gestures (see https://youtu.be/WMdoohGD50E).
- DeFi simulator in Python for testing lending and borrowing strategies.
- Fetch cryptocurrency prices from the CoinGecko API.
- Create a fake lending/borrowing platform or retrieved Aave data (platform info and public address positions) using TheGraph (GraphQL).
- Perform basic lending and borrowing transactions, and more complex ones (loops).
- Calculate all DeFi statistics (health factor, net APY, net value, borrow power used,...).
- Creation of this website using a micro-service architecture with Docker, hosted on a VPS, and orchestrated with a Docker Compose.
- Frontend developed with HTML and JavaScript, styled with CSS and TailwindCSS.
- Backend built with Python and FastAPI to handle the contact form with protections.
- Reverse proxy with Nginx (API Gateway) for redirections and spam protections.
- Use of the Cerbot container for the SSL certificate, with automated renewal using a cron task.
- Automated build and deployment pipeline on the VPS using GitHub Actions.
Weather Impact in Football
(No repository)- Retrieve historical data for a team's matches (result, location, date) on flashscore.fr using Beautifulsoup.
- Get the weather during the match on ventusky.com using Selenium.
- Show the correlation between wins/losses, goals scored/conceded and temperature or rain with Matplotlib.
Skills
Languages
Technical Skills
Programming & Tools
Data Science
Computer Vision
DevOps
Web Development
Education
M.S. in Computer Science
UQAC, Chicoutimi, CA
September 2021 - February 2023
M.Eng in Computer Science
ESME, Bordeaux Paris, FR
September 2017 - February 2023
Certifications & Courses
About Me
Work Philosophy 💻
I am committed to continuous improvement, regularly reviewing my work to identify and implement enhancements. I have a strong drive to investigate, whether through testing new tools or proactively identifying bugs, finding great satisfaction in problem-solving. While adept at working autonomously, I highly value collaboration and insights from experienced colleagues. I am eager to expand my technical expertise and integrate new technologies into my skillset.
Music 🥁
I discovered percussion in music class at secondary school. It made me want to start drumming, because I was doing well compared to my classmates. I started learning drums with online lessons, then continued with a teacher for 3 years. I stopped taking lessons when I moved to another city to study, but I still practice every day. I can also play the cajon, a Peruvian instrument.
Sport ⚽🏋️♂️
I played club football from the age of six to seventeen. It was also at the age of 17 that I started going to the gym with my friends. Combining the two activities was hard on the body, so I decided to stop playing football because bodybuilding suited me better. I appreciate that you can do it alone or with partners. Recently, I started running to complement bodybuilding with a cardio activity. I also enjoy these sports because I can practise them alone early in the morning, before work and without any constraints.
Contact
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