Michael Chatzidakis

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Hi.

Welcome to my portfolio. I use this as a place to store my public projects

Painting with dendritic branching

Oct 6

Oct 6 Painting with dendritic branching

michael chatzidakis

Chemistry, DIY, Fluid Mechanics

The Intuition Behind Feature Representations using Sculptures

Jun 21

Jun 21 The Intuition Behind Feature Representations using Sculptures

michael chatzidakis

Classification, Neural Networks, Machine Learning

Characterizing a Meteorite Older than Earth

Sep 22

Sep 22 Characterizing a Meteorite Older than Earth

michael chatzidakis

DIY, Materials Engineering, Phase Transitions

Using Convolutional Neural Networks to Identify Fish Species in Camera Footage

Apr 30

Apr 30 Using Convolutional Neural Networks to Identify Fish Species in Camera Footage

michael chatzidakis

Machine Learning, Convolutional Neural Net, Visualizations, Classification, Supervised Learning, Python

Unsupervised Learning for Signal Unmixing in Hyperspectroscopy

Apr 3

Apr 3 Unsupervised Learning for Signal Unmixing in Hyperspectroscopy

michael chatzidakis

Projections, Spectroscopy, Unsupervised Learning, Machine Learning, Electron Microscopy, , PCA

Forging Furnace

Feb 28

Feb 28 Forging Furnace

michael chatzidakis

Steel Making, Finite Element Analysis, Phase Transitions, DIY, Materials Engineering

Human Activity Recognition with Smartphones

Dec 28

Dec 28 Human Activity Recognition with Smartphones

michael chatzidakis

Machine Learning, Classification, R, Gradient Boosting, Random Forest, Bagging, Neural Networks, Parallel Computing, Supervised Learning

Dec 28

Dec 28 Mars Biome

michael chatzidakis

3D Printing, Mars, Teaching, Finite Element Analysis

Designing course curricula for 2nd year undergraduates to teach them the importance of prototyping and iteration.

Taking 3D Images of 5 nm Nanowire Bundles

Sep 28

Sep 28 Taking 3D Images of 5 nm Nanowire Bundles

michael chatzidakis

Machine Learning, Reconstruction, Segmentation, Projections, Unsupervised Learning, Electron Microscopy

Moss Bonsai Tree Aquarium

Aug 28

Aug 28 Moss Bonsai Tree Aquarium

michael chatzidakis

Ecosystem, Nitrogen Cycle, DIY

Spirulina Algae Photobioreactor

Jul 28

Jul 28 Spirulina Algae Photobioreactor

michael chatzidakis

Microbiology, Fluid Mechanics, DIY, CO2 Sequestration

My journey to creating a DIY photobioreactor. Some successes and some challenges.

Automatic Hydroponic Window Garden

Jun 28

Jun 28 Automatic Hydroponic Window Garden

michael chatzidakis

Fluid Mechanics, CO2 Sequestration, Automated, DIY

Algal Biomass to Produce Carbon Negative Plastics

May 28

May 28 Algal Biomass to Produce Carbon Negative Plastics

michael chatzidakis

Chemical Engineering, Process Engineering, CO2 Sequestration, Microbiology

Laser Powered CO2 Scrubbing Weather Balloons

Apr 2

Apr 2 Laser Powered CO2 Scrubbing Weather Balloons

michael chatzidakis

Chemical Engineering, Fluid Mechanics, Process Engineering

Making Tumor Targetting Nanoprobes

Aug 31

Aug 31 Making Tumor Targetting Nanoprobes

michael chatzidakis

Nanomaterials, Cancer Research, Chemistry, MRI, Radiopharmaceuticals, Fluoroscopy, IR Spectroscopy

Making Graphene from Scratch

Apr 27

Apr 27 Making Graphene from Scratch

michael chatzidakis

Electronic Materials, DIY, Graphene, Chemistry

Making a Rechargable Battery (NiOOH-Zn)

Dec 28

Dec 28 Making a Rechargable Battery (NiOOH-Zn)

michael chatzidakis

Batteries, Chemistry, DIY, Electrochemistry