#Python

• Cook Along: HackIllinois 2015

• Independent Research: The Sustainability of Bitcoins

#Hackathon

• Cook Along: HackIllinois 2015

#Scraping

• Cook Along: HackIllinois 2015

• Independent Research: The Sustainability of Bitcoins

• Zcruit

#Bitcoin

• Independent Research: The Sustainability of Bitcoins

#Research

• Independent Research: The Sustainability of Bitcoins

#Ionic

• MAVEN: Hybrid App and Web Platform

#AngularJS

• MAVEN: Hybrid App and Web Platform

#Android

• MAVEN: Hybrid App and Web Platform

#iOS

• MAVEN: Hybrid App and Web Platform

#NodeJS

• GeoGame: A Northwestern Geography Game

• Zcruit

#AWS

• GeoGame: A Northwestern Geography Game

• Zcruit

#Unity 2D

• Xbox Kinect: Bow Exhibit

#C++

• Northwestern Design Competition 2017

#Robotics

• Northwestern Design Competition 2017

#ReactJS

• Zcruit

#NLP

• EECV 2018: Adding Object Detection Skills to Visual Dialogue Agents

• Predicting Essay Scores in the Kaggle ASAP Dataset using Deep Learning

• Global and Local Critical Policy Learning for Abstractive Summarization

• Positional Language Modelling

• Co-evolution of Language and Agent

• Starting a PhD in NLP at the University of Edinburgh

#Computer Vision

• EECV 2018: Adding Object Detection Skills to Visual Dialogue Agents

#VQA

• EECV 2018: Adding Object Detection Skills to Visual Dialogue Agents

#Pytorch

• Predicting Essay Scores in the Kaggle ASAP Dataset using Deep Learning

• Global and Local Critical Policy Learning for Abstractive Summarization

• Positional Language Modelling

• Co-evolution of Language and Agent

• Kaggle RIIID Knowledge Tracing Competition (21st Place)

• Kaggle Coleride Competition (17th Place)

• Kaggle Commonlit Competition

#Text Classification

• Predicting Essay Scores in the Kaggle ASAP Dataset using Deep Learning

#Information Retrieval

• Global and Local Critical Policy Learning for Abstractive Summarization

#Text Summarization

• Global and Local Critical Policy Learning for Abstractive Summarization

#Language Modelling

• Positional Language Modelling

#Meta-Learning

• Co-evolution of Language and Agent

#Referential Games

• Co-evolution of Language and Agent

#Multi-Agent

• Co-evolution of Language and Agent

#Transformers

• Kaggle RIIID Knowledge Tracing Competition (21st Place)

• Kaggle Coleride Competition (17th Place)

• Kaggle Commonlit Competition

#Knowledge Tracing

• Kaggle RIIID Knowledge Tracing Competition (21st Place)

#Kaggle

• Kaggle RIIID Knowledge Tracing Competition (21st Place)

• Kaggle Coleride Competition (17th Place)

• Kaggle Commonlit Competition

#Spacy

• Kaggle Coleride Competition (17th Place)

#NER

• Kaggle Coleride Competition (17th Place)

#Reading Comprehension

• Kaggle Commonlit Competition

#Multimodal

• Starting a PhD in NLP at the University of Edinburgh

#Representation Learning

• Starting a PhD in NLP at the University of Edinburgh

#Interactive Learning

• Starting a PhD in NLP at the University of Edinburgh