Jyotika Singh
Jyotika Singh is Director of Data Science at ICX Media where she works on NLP, feature engineering, supervised & unsupervised machine learning, research, analytics, programming in Python and distributed computing with Spark.
She earned her Master’s from the UCLA where she researched signal & speech processing, developed novel approaches to remove noise from speech and worked on a variety of machine learning on image, text, social media, consumer & entertainment data.
Outside her work, she enjoys working on a variety of problem solving techniques on text, audio and image data, has opened multiple github open source projects, such as pyAudioProcessing and pyYouTubeAnalysis, to share her findings and work with the Python and Data Science community.
In her free time, she is big on spending time with family and friends, painting, art & decor, and trying out different sports.
Talks
Audio Signal Processing for Feature Building and Machine Learning
This talk will highlight audio signals, audio processing techniques, feature building and end to end Machine Learning examples along with the open source tools that can be leveraged in python.