IdentityI have 9+ years of experience in Data Science and Machine Learning in companies such as Yahoo, Reliance Jio and couple of startups. I have worked on Deep Learning (Computer Vision and Natural Language Processing) as well as traditional machine learning use cases related to Regression, Classification, Clustering, Time Series Prediction and Association Analysis.
Areas:
1. Computer Vision - Worked on use cases related to Object Detection, Object Tracking, Image Classification, Face Recognition, Face Matching, Object Reconstruction / Generation. Used Frameworks such as Tensorflow and Keras. Deep Learning CNN Architectures such as ResNet, VGG, Inception, MobileNet.
2. Natural Language Processing - Worked on Text Generation, Document Classification, Summary Generation, Sentiment Analysis and Image to Text Conversion. Used RNN, LSTM, GRU.
3. Machine Learning : Involved in building a healthcare analytics platform which empower healthcare organisations to generate deep novel insights. Platform has intense data ingestion capability along with machine learning algorithms to improve productivity of the organisation. Built predictive modeling framework which includes regression and classification. Auto model selection is the unique feature of the product. Along with these advanced data analytics capabilities, platform provides a module for different statistical tests.
Publications : 2 International publications in Tier 1 Conferences.
