William DROZ

Github profile here

Short Biography

I’ve been programming since 2004 and I got my master degree in software engineering in 2015. I worked as a research assistant at He-arc Ingénierie until 2018. I'm now working as a Research and Development Engineer at Idiap. With my work, I have the opportunity to play with some cutting edge technologies, like Pytorch, Tensorflow and Spark.

Skills

  • Machine learning
  • Python
  • Databases (both SQL and noSQL)
  • Tools (git, bash, Gnu/Linux, Docker, Docker-compose, ssh, gRPC)
  • Others (Distributed computing, Optimization, Back-end)

Ongoing projects

  • noabspath: Detect hard-coded absolute paths in your codebases.
  • check_urls: Verify the validity of URLs inside your files.

Works projects

  • WeNet: Develop the culture, science, and engineering methodologies, algorithms, social interaction protocols for an online platform that will empower machine-mediated diversity-aware interactions between people.

Papers

Generalization and Personalization of Mobile Sensing-Based Mood Inference Models: An Analysis of College Students in Eight Countries
Lakmal Meegahapola, William Droz, Peter Kun, ... [and others]
View on Google Scholar
2023
Complex daily activities, country-level diversity, and smartphone sensing: A study in denmark, italy, mongolia, paraguay, and uk
Karim Assi, Lakmal Meegahapola, William Droz, ... [and others]
View on Google Scholar
2023
Smart adaptive run parameterization (SArP): enhancement of user manual selection of running parameters in fluid dynamic simulations using bio-inspired and machine-learning …
Hatem Ghorbel, Nicolas Zannini, Salma Cherif, Florian Sauser, David Grunenwald, William Droz, Mahamadou Baradji, Djamel Lakehal
View on Google Scholar
2019
Keep Sensors in Check: Disentangling Country-Level Generalization Issues in Mobile Sensor-Based Models with Diversity Scores
Alexandre Nanchen, Lakmal Meegahapola, William Droz, Daniel Gatica-Perez
View on Google Scholar
2023

Tel: +41277217762
Office: 408
Contact