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Sohan's Projects

commentary icon commentary

A social media app to comment and earn on Solana blockchain, with a frictionless web3 onboarding experience.

deep-learning-on-mnist icon deep-learning-on-mnist

Applied regular neural networks and Convolutional Neural Networks with various architectures to identify handwritten digits.

facebook_friend_recommendation icon facebook_friend_recommendation

Social network graph link prediction (Facebook Challenge - Kaggle). Used various techniques to featurize graph data, and built ML models for link prediction (/friend recommendation).

nyc-taxi-demand-prediction icon nyc-taxi-demand-prediction

Using a data set of famous NYC yellow taxis, different ML algorithms have been used in this project to find the number of pick ups, given location coordinates and time, in the query region and surrounding regions

polscan icon polscan

Simple application to get balances on Polkadot blockchain.

quora-similar-questions icon quora-similar-questions

Designed models to identify whether a question asked on Quora is a duplicate of a question that has already been asked or answered.

rps icon rps

A Rock Paper Scissor Spock Lizard game on blockchain. (Sepolia)

self-driving-car icon self-driving-car

Built a self driving car by using Convolutional Neural Network which simulates key presses in a simple Unity game environment.

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