Dominik Kaukinen | Personal Website

I’m Dominik and this is my personal website. I will be talking about various topics including: machine learning, startups and other technology topics.

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Blogs

Part 2: Deep Learning FPGA Acceleration with Python - 'Inference'

Overview In this we develop out our hardware acceleration library to handle inference for a MLP neural network using the Fisher Iris dataset.

Part 1: Deep Learning FPGA Acceleration with Python - 'Quantization and Data Pipelines'

Overview This is a project aimed at building custom per-model hardware accelerators for machine learning systems to reduce overall time and power cost in inference and training.

How to finetune a model then deploy it to the web: Part 2 - 'Inference with Python and JavaScript'

Overview This is part two of a two-part blog series. If you haven’t read part 1, I reccomend you do so first to get caught up to this point.

Machine learning, Serverless and Startups

Blogs

Part 2: Deep Learning FPGA Acceleration with Python - 'Inference'

Part 1: Deep Learning FPGA Acceleration with Python - 'Quantization and Data Pipelines'

How to finetune a model then deploy it to the web: Part 2 - 'Inference with Python and JavaScript'

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