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Sanjay Srinivasan's Projects

autonomousdrone icon autonomousdrone

Making a drone with a flight controller built from scratch, this includes: 3D models in SW, and STM32 interfacing with ASM330LXH

model-optimization icon model-optimization

A suite of tools that users, both novice and advanced, can use to optimize machine learning models for deployment and execution.

pruning_notebook icon pruning_notebook

A notebook that makes use of tf-model-optimization (modified-fork) and tf-keras-surgeon (modified-fork)

thiniceai icon thiniceai

An AI for ThinIce using Q Learning - game logic based off code from GridWorld

traveller-currency-prediction icon traveller-currency-prediction

An application that forecasts future currency exchange rates based on previous exchange rate patterns using a recurrent neural network that makes use of LSTM cells. (Credit to @LilianWeng for tutorial on stock prediction, training logic is based off of that)

trucking-network icon trucking-network

A graphical interface and backend that compares a simulation of a network of trucks, self driving and normal trucks, and only self driving trucks.

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