- Predictive analysis
Built machine learning algorithms on demographics and econometrics for a leading online real estate investment marketplace. The price prediction algorithms improved the bidding process and conversion rate of the offers to acquire properties with an 80% accuracy.
- Natural language processing
Built an event extraction engine that combined NLP pipeline with Machine Learning algorithms to classify events with an accuracy of more than 85%.
- Image processing
Built image processing algorithms to remove static image elements and improve test accuracy for a healthcare platform. With the structural analysis and shape descriptor techniques, we reduced the batch analysis time to ~5 mins and lowered the false positive cases to 2%.
Built a Slack bot that keeps track of To-Do's, meeting reminders, automatically connect users to meetings, or attend the meeting on a user's behalf, take notes and action items of a meeting discussion.