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Robin Nogues

Passionate Software Engineer with a strong Python experience, specialized in data pipelines and data analysis.

robin-nogues RobinNogues

Professional Experience

Data Engineer

Sancare

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

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

Gesture Recognition

  • 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 Platform Simulator

  • 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,...).

robin-nogues.com

  • 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

French (Native) English (Proficient) Spanish (Basic)

Technical Skills

Programming Languages
Python Scala Java
Data Engineering & Databases
Pandas Spark BeautifulSoup Selenium SQL GraphQL
Machine Learning & Computer Vision
Scikit-Learn Tensorflow YOLO Mediapipe Norfair OpenCV
Data Visualization
Streamlit Plotly Matplotlib
DevOps
Git Docker Docker Compose GitHub Actions Nginx
Web Development
HTML CSS JavaScript TailwindCSS FastAPI

Soft Skills

Collaboration & Team Spirit Communication (NVC) Critical Thinking Adaptability Rigor & Attention to Detail

Education

M.S. in Computer Science

UQAC

UQAC, Chicoutimi, CA

September 2021 - February 2023

M.Eng in Computer Science

ESME

ESME, Bordeaux Paris, FR

September 2017 - February 2023

Certifications & Courses

Functional Programming in Scala Specialization

EPFL

EPFL

September 2025

  • Functional Programming Principles in Scala
  • Functional Program Design in Scala
  • Parallel programming
  • Big Data Analysis with Scala and Spark
  • Functional Programming in Scala Capstone

Docker Foundations Professional Certificate

Docker

Docker

March 2025

Develop Your Scala Skills for Data Engineering

LinkedIn

LinkedIn Learning

March 2025

Become an AI and ML Specialist

LinkedIn

LinkedIn Learning

May 2022

TOEIC Exam (Score: 890)

ETS

ETS Global

May 2021

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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