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Allan Costa's Projects

biomods icon biomods

The program is a direct branching of CBA mods (mods.cba.mit.edu). BioMods uses the same structure but oriented towards experimental and data analytical functions.

interdocker icon interdocker

Interdocker is an experimental machine learning pipeline to dock protein structures

iotlongboard icon iotlongboard

The IOT Longboard was conceived as a connected, feedback-based longboard that would allow the user to communicate instructions - from lighting patterns personalization to GPS navigation - while receiving information - distance, time spent etc. Design considerations were carefully thought to create a product that would endure different conditions and environments, pretty much like a longboard would have to, and were specially designed to create a much better user experience: the only hardware-level interaction involves battery charging, while all the other commands and communication can be done through the web. Sizing turned out to be an impressive driver of our design, given the small surface area and the necessity of having resistant systems, and the distribution/layout of our components had to be redesigned multiple times before a 3D-printing stage. Our project was based on many other project proposals (found on countless Maker social media and websites), including instructables.com’s tips to power LED Strips to Adafruit’s own tutorials for using their products. Our approach to the software coding consisted mainly on dividing our block diagram into minimal steps and creating chunks of algorithms for each fundamental component of the project: e.g. we would code lighting LEDs functions and GPS coordination functions, then write the integration for the GPS+LED orientation algorithms.

occam-net icon occam-net

Fast Neural Models for Symbolic Regression at Scale

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