Ivan Goncharov
Growth Machine Learning Engineer at YouTube
Tbilisi, Georgia
Summary
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RockstarIvan Goncharov is a Growth Machine Learning Engineer at Weights & Biases with seven years of experience building applied ML projects, educational content, and internal automation tools that streamline growth efforts. Based in Tbilisi, he combines hands-on expertise in computer vision, NLP, MLOps and ML app development with a knack for clear teaching—having grown a YouTube channel to 5K subscribers and half a million views while open-sourcing popular projects that have earned 284+ stars. His W&B work includes high-impact YOLOv5 and GPT-3 integration tutorials that drove significant new-user adoption and a collaboration with OpenAI, and his GitHub showcases reproducible notebooks for tasks from wildfire detection to image enhancement. He also mentors students and helped guide a prize-winning sign-language translator project, reflecting a practical focus on transfering ML skills into real-world impact.
7 years of coding experience
Github Skills (9)
keras10
yolov510
jupyter-notebook10
machine-learning10
deep-learning10
python10
wandb10
computer-vision9
gpt8
Programming languages (4)
Github contributions (5)
wandb/examples
Apr 2022 - Sep 2022
Example deep learning projects that use wandb's features.
Role in this project:
ML Engineer
ML EngineerContributions:19 commits, 18 PRs, 16 pushes in 5 months
Contributions summary:Ivan primarily uploaded and modified Jupyter Notebooks related to deep learning projects using the wandb framework. They worked on example projects including Doctor Who synopsis generation with GPT-3 and image enhancement with Zero-DCE using Keras. The user also contributed to wildfire smoke detection with YOLOv5.
pytorchdeep-learningdeep-learning-examplemachine-learningwandb
ivangrov/BusNumberApp
Jan 2020 - Jan 2023
Contributions:5 commits, 4 pushes, 1 branch in 3 years
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