Andy Sigler
Blog
This page contains anythings I've written and put on the site, which includes my selected works, but also any smaller project or writing I may have made.

Tensorflow Simpsons Morph
machine-learning – Properly Trained Autoencoder
A focus on hyperparameters to build the best model More ›

Tensorflow Doodling MDN
machine-learning – Generative Doodles
An attempt to train a model to mimic my doodling style More ›

Tensorflow Vocoder Autoencoder
machine-learning – Generative Throat Noises
A real-time musical instrument built with a custom vocoder and trained autoencoder More ›

Tensorflow Learning Materials
machine-learning – Writings, tutorials, guides, and examples
Some links on ML and Tensorflow readings, guides, and examples More ›

Updated - homemadehardware.com
hardware – Adding New Tutorials and Guides for DIY PCBs
While teaching my class for the 4th time, I've taken the time to re-design and organize the website More ›

Colorful Solder Mask
hardware – Make Any Image on DIY PCBs
I figured out how to make DIY solder mask that can be any picture and color I want. More ›

Homemade Hardware
teaching – Teaching to Make DIY PCBs
Graduate students at ITP now have the ability to quickly iterate on custom circuit boards More ›

OT2 Electronics
products – Affordable Open-Source Liquid Handler
Creating a hardware platform, from early design to manufacture More ›

Opentrons Modules
products – Devices Built for the Opentrons Platform
Expanding automated workflows with Opentrons Modules More ›

Python API: Moving Liquids
products – Opentrons Pipette API and Motion Control
Designed the pipette actions, and programmed their movement within the Opentrons liquid-handler Python API More ›

Magnetic Hue Light Controller
projects – A Novel Interface to Control Hue Lights
A magnetic, four-sided die to control my Hue lights More ›

DIY PCB Setup
hardware – Tools to Make Boards In My Bedroom
I can go from a copper plate to a quality PCB, all without leaving my bedroom. More ›

Opentrons Platform Prototype
projects – Liquid-handling platform prototype, using HTML5 and NodeJS
I helped Opentrons this past year by prototyping their liquid handling software stack. It's been a great experience and I learned some lasting lessons. More ›
The Internet of Useless Things
useless-things – cultural expression and internet art in the connected home
To better explain why I want to make an Internet of Useless Things, I borrowed some words from a recent talk by Bruce Sterling. More ›

Panelling Arduino Minis
hardware – 10 diy arduinos on one copper plate
I made a panel of 10 Arduino Pro Mini clones I designed. Their design was constrained by my DIY process, and the boards turned out great with the new soldermask process. More ›

Dynamask and Twenty RFm69 Breakouts
hardware – strong and cheap wireless tranceiver
Twenty RFm69 wireless tranceiver breakout boards, and More ›

UV Light Cigar Box
hardware – cigar box made into a uv lightbox
I needed an ultra-violet lightbox to make solder mask for PCBs, so I made one from a ton of UV LEDs and a cigar box I had lying around. More ›

The Patchbay Interface
projects – Design Decisions for Multi-Device Interactions
The Patchbay the graphical interface was developed for my 2014 master's thesis at ITP. It was designed to greatly simplify multi-device interactions, and allows users to make and break links between wireless objects. More ›