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gro.emanssaw@emanssaw

Occupation

ThinkCDS

Name under which my machine learning contracting and some commercial projects are developed.

Projects include: object detection in satellite images, drift detection in point clouds, and reinforcement learning to replace simple control systems.

Reinforcement learning for Cryptocurrency Portfolio allocation

A group of friends that got together to use reinforcement learning to allocate cryptocurrency portfolio's on the Poloniex exchange.

Some of my projects (also see github):

Machine learning

Reinforcement learning for Sonic the Hedgehog games

Attempt at reinforcement learning for Sonic the Hedgehog games

Reinforcement learning for portfolio management

Attempting to replicate "A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem" https://arxiv.org/abs/1706.10059 (and an openai gym environment)

viz_torch_optim

Videos of deep learning optimizers moving on 3D problem-landscapes

Satellite leak detection

Using machine learning to detect leaks in satellite images

Pipe Segmentation

Find water pipelines in aerial images with 73% accuracy

phoneme2grapheme

Using machine learning to guess how a word is spelled with an accuracy of >80%

Websites

makehuman-js

Builds 3D human characters in the browser

identicon.net

Generate Identicons - unique images from text

Games

Cards for science

A solitaire game of inductive logic

grumpyCat game

launch sheep at the monsters to save grumpy cat

Voronoi cell game

Eat all the cells to win

Starving Snake

Eat mushroom faster and faster to delay death - an existential adventure

Some of my work in progress:

GraphYourRx

visualize how caffeine decays in the body

Where is the team

Where is the team? Show a calender of when contacts were at their computer using microsoft lync

Accent translator

An attempt at an phonetic accent translator - Scots say your and Americans hear yuur

Makebaby static demo

WebVR cloudscape

Have you ever looked out the window of a plane and wished you could jump on the clouds? No? Ah, well, anyway now you can jump on clouds in virtual reality