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balanced-ecosystem

Simulation of predator-prey relationships in a closed ecosystem undertaken as a group project.

data_science_challenge_2022

imgrepo

Image repository server

imgrepo-web

imgutil

Image utility server

imgutil-web

least-squares-regression

Least-squares regression polynomial fit calculator. Calculates polynomials of best fit for 2-D data sets. Done in 2017.

lfssettings

Settings pages for LFS

machine-learning-project

Uses naive Bayes and support vector machine techniques to construct models to classify Reddit comments as positive or negative. Done from October to December 2018.

movie-awards

pencil

play3

Play with threejs

robotic_metal_detector

Autonomous robot that travels around an enclosed area and retrieves metal objects scattered in a given area. Done from November 2017 to January 2018.

se_101_braille_conversion

Raspberry Pi based braille-to-speech conversion (and prototype speech-to-braille conversion) scripts for my SE 101 final project. Done with Ishan Amlekar.

snacc

tensorflow-recommendation-wals

An end-to-end solution for website article recommendations based on Google Analytics data. Uses WALS matrix-factorization in TensorFlow, trained on Cloud ML Engine. Recommendations served with App Engine Flex and Cloud Endpoints. Orchestration is performed using Airflow on Cloud Composer. See the solution tutorials at:

zm2he.github.io