William DROZ
Research & Development Engineer GitHub
// 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 (SQL & NoSQL)
- git / bash / Linux / Docker / ssh / gRPC
- Distributed Computing
- Optimization
- Back-end
// Ongoing Projects
-
BlazingBoard
— website
Train to type fast! Rust fullstack using dioxus -
noabspath
Detect hard-coded absolute paths in your codebases. -
check_urls
Verify the validity of URLs inside your files.
// Work 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.
- personal-context-builder
- realtime
- dnd-web — web app with Flutter and Rust
- activities-predictor — Detect activities for the wenet users
// Papers
Generalization and Personalization of Mobile Sensing-Based Mood Inference Models:
An Analysis of College Students in Eight Countries
2023
Complex daily activities, country-level diversity, and smartphone sensing: A study
in denmark, italy, mongolia, paraguay, and uk
2023
Smart adaptive run parameterization (SArP): enhancement of user manual selection
of running parameters in fluid dynamic simulations using bio-inspired and machine-learning …
2019
Keep Sensors in Check: Disentangling Country-Level Generalization Issues in Mobile
Sensor-Based Models with Diversity Scores
2023
Tel: +41277217762 |
Office: 408 |
Contact
