Andrei Filatov

Research Scientist · ML/DL Engineer

I have over 4 years of experience in ML/DL gained through my work with EPFL and Samsung. I have experience working in various fields such as Computer Vision, NLP and Meta-learning. Currently, my focus is on the application of language models to different types of data. Additionally, I work as a lecturer for a Deep Learning course.

4+ Years Experience

3+ Publications

EPFL & Samsung

View Resume

Featured Work

Projects

Research projects and contributions to the ML/DL community

Task Discovery (NeurIPS 2022)

Learn how we discover tasks on which a NNs generalize well by optimizing the agreement score objective.

PyTorch Computer Vision Meta-Learning

Visit site

Deep Learning Course

In a team of two people prepared and conducted course on Deep Learning. The course covers: basics of neural networks, sequence processing, computer vision, reinforcement learning, generative models.

Teaching Deep Learning

View on GitHub

Writing

Blog

Interactive tools, long-reads, and deep dives into ML, GPU architecture, and inference

All posts

Tech Stack

Skills

Tools and technologies I work with daily

Python

95%

PyTorch

90%

Jax

80%

Numpy

95%

Pandas

85%

SQL

75%

Git

88%

Also experienced with

TensorFlow Hugging Face Docker Linux Weights & Biases LaTeX

Get in touch

Let's build something amazing together

Have an exciting ML research idea, a challenging problem to solve, or just want to connect?

Send me an email

or reach me directly at filatovandreiv@gmail.com