Zalewski Ai
Student
Warsaw, Masovian Voivodeship, Poland
Summary
🤩
RockstarZalewski Ai is an MSc student based in Warsaw with seven years of practical software engineering experience and a strong focus on machine learning tooling. They contributed foundational architecture to an open-source PyTorch Lightning + Hydra template that streamlines ML experimentation, demonstrating a knack for creating reusable, production-friendly project scaffolding. Comfortable across model training, data modules, and training callbacks, they blend academic study with hands-on engineering to accelerate research-to-prototype workflows. Notably, their work prioritizes usability and scalability, helping teams run experiments reliably without reinventing boilerplate.
7 years of coding experience
Github Skills (18)
pytorch10
hydra10
model-driven10
machine-learning10
pytorch-lightning10
template-engine10
model-building10
modeling10
model-driven-development10
templater9
deeplearning-ai9
mlops9
deep-learning9
template-tags8
repr8
Programming languages (7)
Github contributions (5)
ashleve/lightning-hydra-template
Nov 2020 - Jan 2023
PyTorch Lightning + Hydra. A very user-friendly template for ML experimentation. ⚡🔥⚡
Role in this project:
ML Engineer
ML EngineerContributions:11 releases, 112 reviews, 331 commits in 2 years 2 months
Contributions summary:Zalewski primarily contributed to the creation of a PyTorch Lightning and Hydra-based template for machine learning experimentation. They added the foundational template, including the core components for model training and evaluation, such as a data module, a lightning module, example callbacks, and model definitions. These commits set up the essential structure for running machine learning experiments within the repository's framework, demonstrating a focus on creating a usable and scalable ML project structure.
cometpythonneptunepytorch-lightningtemplate
ashleve/graph_classification
Dec 2020 - May 2022
Training GNNs with PyTorch Lightning: Open Graph Benchmarks and image classification from superpixels
Contributions:67 commits, 18 PRs, 74 pushes in 1 year 5 months
pytorchgnnsdeep-learninglightningtraining
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