Pierre Schutz

Data Engineer
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

Swiss Jobs Market Graph


2021


Using Swiss job market data, build a graph of required skills based on their co-occurrences in job offers

Tags

  • 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

Tags

  • Python
  • Pytorch
  • Machine Learning
  • DCM
  • Trajectory Forecasting

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.

Tags

  • 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.

Tags

  • Java
  • Solidity
  • Ethereum
  • BitTorrent
  • Research
  • File sharing

Tweet Sentiment Analysis


2021


Use a regression model to detect the tau tau delay of a Higgs Boson

Tags

  • Python
  • Machine Learning
  • Unsupervised Learning
  • NLP

Spotify Artists Recommendation


2021


Compare multiple recommandation models for new artists suggestion in Spotify

Tags

  • Python
  • Machine Learning
  • Recommendation

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.

Tags

  • Data Visualization
  • Web
  • D3
  • Javascript
  • React
  • Firebase

World Map Visualisation


2022


Fun personal project to learn using d3.js. Interactive world map visualisation.

Tags

  • 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.

Tags

  • React
  • Firebase
  • Web

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!