Bendang Imsong
Machine Learning Engineer at Hubs
Amsterdam, North Holland, Netherlands
Summary
🤩
Rockstar🎓
Top SchoolBendang Imsong is a Machine Learning Engineer with eight years of experience specializing in computer vision and deep learning, currently applying his skills at Hubs in Amsterdam. He has a strong practical background building and refining vision models from research prototypes to production-ready code during roles at CamCom and earlier startups. An active open-source contributor, he implemented Keras-based image outpainting enhancements—improving architectures, loss functions, instance normalization, and data pipelines—demonstrating attention to reproducibility and training robustness. Bendang blends hands-on model engineering with software engineering practices, often refactoring data loaders and fixing model-loading bugs to streamline experiments. He holds an MCA and a BCA from reputed Bangalore universities and enjoys contributing to open-source projects in his free time. Colleagues describe him as pragmatic and detail-oriented, with a knack for turning experimental ideas into maintainable code.
8 years of coding experience
5 years of employment as a software developer
Bachelor of Computer Applications, Computer Science, Bachelor of Computer Applications, Computer Science at Kristu Jayanti College Of Management And TechMaster of Computer Applications, Computer Science, Master of Computer Applications, Computer Science at Christ University, Bangalore
English, Hindi
Stackoverflow
311reputation
4kreached
6answers
2questions
Github Skills (16)
keras10
computer-vision10
deep-learning10
tensorflow10
python10
dcgan9
cyclegan9
data-augmentation9
cgan9
machine-learning8
integer6
dictionary6
math6
matrix6
loops6
Programming languages (3)
Github contributions (5)
bendangnuksung/Image-OutPainting
Jul 2018 - Oct 2019
🏖 Keras Implementation of Painting outside the box
Role in this project:
ML Engineer
ML EngineerContributions:21 commits, 1 PR, 10 pushes in 1 year 3 months
Contributions summary:Bendang contributed to a Keras-based image outpainting project, primarily working on the `outpaint.ipynb` notebook and related files. Their work included modifying the neural network architecture, updating the loss function, and refactoring the code to incorporate instance normalization. The user also added a data augmentation script and modified the data preparation and dataloader scripts. Additionally, they fixed the loading of the model.
pythonboxdeep-learningpaintingcomputer-vision
bendangnuksung/bota
Oct 2018 - Apr 2022
🤖 A discord bot for Dota2 community
Contributions:427 commits, 8 PRs, 293 pushes in 3 years 6 months
pythondota2discordbotdiscord-bot
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