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Omkar Savant's Projects

battlebots-robot icon battlebots-robot

Remote controlled robot for a battle bots competition based on ESP8266 and Teensy MCU

chrometrex-ml icon chrometrex-ml

Attempt at using supervised learning and reinforcement learning approach to learn the Chrome TRex game

convex-feasible-set-extension icon convex-feasible-set-extension

An implementation and extension of the Convex Feasible Set Algorithm for Real Time Optimization in Motion Planning (Changliu et al. 2018), written in MATLAB.

exoplanet-atmosphere-opacity-tool- icon exoplanet-atmosphere-opacity-tool-

This is a web tool for astrophysicists to use to visualize predictions of the opacities of exoplanet atmospheres. Traditionally, this is a tedious process that can only be done by hand by a few experts in the field because of the millions of data points to sift through. This tool accesses a repository of more than 93 million data points to interpolate and present data to scientists about the abundance of certain chemicals as well as their spectral signatures on planets given the expected pressures and temperatures. I wrote this with a partner, Adele Bloch, while interning at UC Santa Cruz under Caroline Morley.

iot-hub-python-raspberrypi-client-app icon iot-hub-python-raspberrypi-client-app

Changed Azure IoT example to work with the PING Ultrasonic sensor. Original PING code is from https://tutorials-raspberrypi.com/raspberry-pi-ultrasonic-sensor-hc-sr04/

pyfolio icon pyfolio

Portfolio and risk analytics in Python

rasterizer-and-interactive-camera icon rasterizer-and-interactive-camera

A rasterizer written in C++ to draw scenes composed of polygons. Includes an interactive camera that allows the user to view the object from multiple angles as well as texture mapping and shading.

scanmatching_icp icon scanmatching_icp

Iterative closest point approach to scan matching- roughly based on Censi point to line approach

space-balloon-flight-prediction-tool icon space-balloon-flight-prediction-tool

Update: The Penn Aerospace Club Balloon Team has updated this algorithm and used it in a Simulink Model that works much better. Alexis Mitchnick, Dani Gelb, and I contributed to the Simulink model. The code is available here: https://github.com/PennAerospaceClub/HAB11/tree/master/AltControl. This is a tool I wrote in MATLAB that takes inputs about balloon mass, payload mass, and volume to determine the vertical trajectory of the balloon as a function of time. This functionality is used by our High Altitude Balloon team when determining aerial photography and altitude changing maneuvers.

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