Served as the Teaching Assistant for the course Numerical Analysis - Linear Algebra

Served as a Teaching Assistant for the course CS 330E Elements of Software Engineering 1

Worked on deploying a software framework on the Scout robot as Proof of Concept. Was responsible for the Actuator micro service which controlled the motors on the Scout bot. Created the MiniHDT package in C which housed a multi-client server to receive Tcp packets from the Ultrasonic micro service and the Actuator micro service. Successfully got the Scout to move forward, backward, turn and stop any motion on detecting an obstacle with the help of the Ultrasonic Sensors.

Served as a Teaching Assistant for the course CS 388G Algorithms : Techniques and Theory (MCSO program)

Worked on Next Sentence Generation. Compared the performance of pretrained Transformer and pretrained RNN based model with the equivalent models trained from scratch. Worked on Feature Evaluation of Dialog Models. Extracted features such as Dialog Acts, Emotion-Empathetic Intent from utterances in dialogues. Trained a feature dynamics model(LSTM) and compared the performance of Pretrained Transformer, Pretrained RNN based model and DialoGPT model by calculating perplexity for their self play chats.

Worked on proving NP-hardness of packing given squares into a disc by a reduction from 3-PARTITION.

Machine Learning: Used IBM Watson Studio(IBM Cloud Service) to create a ML Model using Logistic Regression to predict thesurvivors of the Titanic.Achieved a 72.72% accuracy on the test data available on Kaggle.◦Twitter Tweets Sentiment Analysis: Used Zapier to create a workflow(zap) which gets tweets from twitter filtered for a particularperson (for example @elonmusk) and uses natural language understanding(IBM Cloud service)to analyze their sentiment and storesthem in google sheets.◦Indian Outfit Recognizer: Used the IBM Cloud Watson Studio along with its Visual Recognition Service to create an Outfit RecognizerModel which was able to classify Indian clothes into classes such as Kurtas, Sherwanis, Sarees, Lehangas etc and tried to integrate itwith Android Studio.◦Flower Retailer Chatbot: Used the Watson Assistant service to create a chat bot for a flower retailer which is capable of answeringquestions related to locations and timings of stores and can also recommend flowers for an occasion

Explored the state-of-the-art manufacturing processes for optic fibres, microwave antennas, andbase station antennas for 4G cellular communication. Worked on reducing dipole wastage in base station antennas.