Osho Kumar

•Review student work and provide specific, actionable, written feedback. •Answer student queries regarding their work. •Take calls with students, if they need additional support.

- Designed and built a Chatbot using Tensorflow. - Developed a Facial activity recognition model using OpenCV, and TensorFlow. - Developed an NLP model to predict the sentiment of the review text.

- Created a model that is used for object recognition using Tensorflow. - Developed a Deep learning model for Self-driving cars. - Created a GAN model using TensorFlow and Python for the Fashion line. - Given a directed social graph, predicted missing links to recommend users. - Created a machine learning model that predicted the probability of click: P(Click| ad, user, context) - Created an ML Model to forecast the number of pickups, given location coordinates and time, in the query region.

I co-founded an event organising start-up called Beyond Blackboard which focused on Artificial Intelligence and Machine Learning. It was an educational startup, which focused on introducing AI to school students. So, I held workshops and seminars in schools to educate students about the general & technological advances that Artificial Intelligence and Machine Learning will bring in the future. I also mentored students in ML, AI workshops and had follow ups.

- I analysed the restaurants’ datasets in different cities throughout the country. This analysis resulted in finding out the restaurants that had a higher propensity of converting and were more open to adopting our beverages which resulted in increased sales. - I analyzed the Indian Startups Ecosystem dataset that improved the chances to find the potential investor and increased the funding opportunities.