Pierre Schutz
Data Scientist
I turn raw data into practical insights and solutions.
Introduction
I'm a full-stack Software Engineer and Data Scientist passionate about transforming complex and unstructured data into actionable insights, easy-to-understand visualizations, and predictions. I specialize in building comprehensive data pipelines, from the creation of machine logs, followed by their collection and storage, transforming and enriching the data at scale, and culminating in the analysis and visualization of key metrics. I also build predictive machine learning models using the produced datasets.
Projects
Sankey Diagram Builder App
2023
Small project to help with visualizing my personal finances. Inspired from SankeyMATIC, I built a web app to create a colorful sankey diagram.
- Data Visualization
- Web
- D3
- Javascript
- React
- Firebase
Chicago Crime Analysis
2020
School project for Applied Data Analysis course. Analysis of the kaggle's dataset containing 20 years of crime in Chicago. Data preprocessing, analysis, and visual presentation in a data story.
- Data Analysis
- Web
- Python
- Machine Learning
DAppSter File Sharing
2019
Decentralized file sharing system using the Ethereum blockchain to replace centralized trackers in BitTorrent protocol. Published in IET Blockchain research journal.
- Java
- Solidity
- Ethereum
- BitTorrent
- Research
- File sharing
World Map Visualisation
2022
Fun personal project to learn using d3.js. Interactive world map visualisation.
- Javascript
- D3
- Web
ImmoSansAgence Website
2022
ImmoSansAgence (From French: Real estate without agency). React Web app to build a real-estate PDF listing using an online form.
- React
- Firebase
- Web
Swiss Jobs Market Graph
2021
Using Swiss job market data, build a graph of required skills based on their co-occurrences in job offers
- Python
- Web scrapping
- NLP
- Graph
Deep Learning Human Trajectory Forecasting
2022
Enhance discrete choice model performances for human trajectory forecasting using a neural network while preserving interpretability of results
- Python
- Pytorch
- Machine Learning
- DCM
- Trajectory Forecasting
Tweet Sentiment Analysis
2021
Use a regression model to detect the tau tau delay of a Higgs Boson
- Python
- Machine Learning
- Unsupervised Learning
- NLP
Spotify Artists Recommendation
2021
Compare multiple recommandation models for new artists suggestion in Spotify
- Python
- Machine Learning
- Recommendation
Skills
Pandas
Pandas is my best python friend for small datasets.Pytorch
When it's time to build a model, pytorch is the go-to.Apache Spark
To transform data at scale.React
I love the modularity and simplicity to build any web app.Java
First programming language I learned.Firebase
Best solution for my web apps serverless backend.Docker
Packaging my python applications has never been easier!Kubernetes
To deploy and scale my applications.Git
Git for VC. Push to GitHub. Github Actions for CI/CD!