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meghasingh1 Goto Github PK

followers: 2.0 following: 2.0 repos: 29.0 gists: 0.0

Name: Megha Singh

Type: User

Company: Fynd (a subsidiary of Reliance)

Bio: Software Development Engineer. Highly productive, motivated Software Development Engineer having experience working on scalable micro-service architectures.

Location: Indore

Megha Singh's Projects

analysis-and-simulation icon analysis-and-simulation

Created mean field solutions for equilibrium of two states and gillespie_ABA for two states, analysed their performance on different parameters and compared solutions

baseconvert icon baseconvert

It converts number of one base into another base but it allows only 2,8,10 or 16 as a base

ensemble-of-sarima-random-forests-and-gradient-boosting-trees icon ensemble-of-sarima-random-forests-and-gradient-boosting-trees

In this Project I use the Kaggle Bike sharing dataset to predict the sales of bike given a Multivariate Time series. I model the multivariate data using ensemble of Random Forests and Gradient Boosted trees. After that the residuals of the model are fit with an ARMA/ARIMA/SARIMA model and later forecasted. The residuals are later added back to the predicted values

gym icon gym

A toolkit for developing and comparing reinforcement learning algorithms.

kalman-filter icon kalman-filter

Implemented kalman filter for robot movement data and visualized.

life icon life

Backend API for Socialife - a social network webapp using Django + React

socialife icon socialife

Frontend using ReactJS for Socialife - a social network webapp using Django + React

speechtotext icon speechtotext

Simple python script to convert live speech or any audio file to text using Google Speech Rexognition API♥

tf-pose-estimation icon tf-pose-estimation

Deep Pose Estimation implemented using Tensorflow with Custom Architectures for fast inference.

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