Sayali Burte

Research and implement appropriate ML algorithms and tools; Develop machine learning applications according to requirements; Extend existing ML libraries and frameworks.

Built a Diagnosis model which analyzed the clients face and highlighted the concern on the face; Built a Post-treatment model which shows the result after taking treatment for particular concern; Cloned the voice of the particular individual with a Text-To-Speech system based on deep convolutional networks with guided attention and synchronized lip moment of the speaker with wav2lip; Analyzed facial emotion of people in a closed environment like an event to understanding user feedback; Diagnosing anti aging symptoms wrinkles, puffy eyes, pigmentation etc.

Worked on binary text classification using fastai library; Creation of High Level Design Document.

Worked on Q&A generation for given piece of text via NLP and access the model answer to the given question; Used NLP techniques to access the impact of Facebook Ads caption; Image annotation using VGG Image Annotator; Detected tooth related problems using instance segmentation.

Scrapped news from all newspaper of India that contain keyword using NEWS API; Scrapped Google Images, trending Twitter hashtags and Instagram contents using Selenium; Scrapped Ads images and content from Facebook and tweets from Twitter using Facebook Marketing API and Twitter API respectively.