Ayush Singh

ABOUT ME

Data Science | Machine Learning | Pythonista

I'll do my best guiding you in areas of Data science,Machine/Deep learning,web development using Python, Version Control System (Git), and some hacks to be more productive.

I've been to a lot of hackathons and have won some.Currently, I'm part Stanford's Scholar Initiative and doing independent research on Machine/Deep Learning.

Also I am a core member of PyData community and have given some talks there and love to mentor people.

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Joined March 2016

EXPERTISE

Python

3 years experience | 1 endorsement

- 3+ years of experience using Python programming. - Have been using Python extensively for Data Science, Machine Learning and Deep Lea...

- 3+ years of experience using Python programming. - Have been using Python extensively for Data Science, Machine Learning and Deep Learning. - Core member of PyData Delhi community and given various talks on Python related topics for DataScience and ML. - Won several national hackathons working on different aspects involving Python programming - Have done various projects around Python for web scraping,Data analysis,wrangling,cleaning,Web Development and Machine Learning.

NLP Regex Beautiful soupScriptsIPython Selenium Request Flask Scrapy Mechanize Scipy Pandas MatplotlibPandas numpy scipy matplotlib pynio arcpyTensorFlow Keras Data Science

Machine learning

2 years experience

Machine Learning has been one of the core fields I have been working on.Good knowledge of ML algorithms like Naive Bayes,Linear/Logistic ...

Machine Learning has been one of the core fields I have been working on.Good knowledge of ML algorithms like Naive Bayes,Linear/Logistic Regressions,Decision Trees,Random Forests,SVMs and Neural Networks etc.Have worked on various real world problems in this domain.My most recent work include https://github.com/ayush1997/YouTube-Like-predictor.

Predictive modeling Shrine Decision tree

Predictive modeling Shrine Decision tree Machine learning Neural Networks Naive bayes Random forest Logistic regression Linear regression

Deep Learning

2 years experience

Have worked and currently working with some Startup/Companies in this domain.Doing independent research in this area specifically Deep Le...

Have worked and currently working with some Startup/Companies in this domain.Doing independent research in this area specifically Deep Learning in Computer Vision.Have a good experience with various frameworks like Tensorflow, Keras for implementation of deep architectures. Most recent work has been https://github.com/ayush1997/Xvision

TensorFlow Keras Caffe

TensorFlow Keras Caffe Backpropagation Computer Vision Convolutional neural networks Deep LearningNeural ArtDeep dream

Git

2 years experience

Use Git in day to day life for working in teams and collaborating on other version control systems.

Merge conflict resolutionGitHub Gh pages

Merge conflict resolutionGitHub Gh pages RepositoryCloning and ForkingBranching and merging

HTML/CSS

2 years experience

I have been developing and designing websites.

Flat ui CSS3 Bootstrap

Flat ui CSS3 Bootstrap HTML/CSS Responsive Design

JavaScript

2 years experience

I have been writing scripts in js and using it in web development.Used Ionic for app develoment and D3 for visualization tasks. https://...

I have been writing scripts in js and using it in web development.Used Ionic for app develoment and D3 for visualization tasks. https://github.com/ayush1997/MCGILL-D3-SAMPLE

jQuery Angular

C++

2 years experience

Have experience implementing various data structures and algorithm's in C++. Also have knowledge about STL.

Template C++STL

SOCIAL PRESENCE

GitHub

Xvision

Chest Xray image analysis using Deep learning !

Python

260

106

visualize_ML

Python package to visualize some processes involved in Machine learning.

Python

157