Ayush Singh

- 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.

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.

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

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

I have been developing and designing websites.

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

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