arnavbansal1 Goto Github PK

followers: 15.0 following: 2.0 repos: 8.0 gists: 0.0

Name: Arnav Bansal

Type: User

Bio: Harvard '25 / TJHSST '20

Twitter: arnav_bansal_1

Location: Cambridge, Massachusetts

Blog: https://www.linkedin.com/in/arnavbansal1/

Arnav Bansal's Projects

2019-mathworks-math-modeling-challenge-paper

Utilized machine learning and differential equations to develop computational models of the spread of substance use in the U.S. population and related health effects. Wrote 25-page research paper to document findings on public health issue.

machine-translation-english2french

Developed model to translate between English and French using NLP techniques, including seq2seq architecture and RNNs with LSTMs

satellitepollutioncnn

Developed a novel algorithm to predict air pollution levels with state-of-art accuracy using deep learning and GoogleMaps satellite images

tensorflow-vgg

VGG19 and VGG16 on Tensorflow

transfer-learning-image-classification-vgg16

Used transfer learning by training a classifier on top of VGG16, a popular, former state-of-the-art convolutional neural network that was trained on the ImageNet data set

tv-script-generation-simpsons

Generated new TV scripts for The Simpsons using NLP techniques, including Google's Word2vec algorithm with a continuous skip-gram architecture and RNNs with LSTMs

usaco

Please give me some feedback (and stars) :D

webmd-scraper

Created from scratch an efficient web scraper to mine WebMD for data on all the drugs listed on the website as well as the customer reviews for those drugs

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