Machine Learning, Deep Learning, Generative Adversarial Model, Natural Language Generation/Understanding

• Sequence to Sequence model for text generation - Built several sequence to sequence model variants for short text generation. Trained an attention model on my Facebook historical conversation
• Image Filling Project - Expanded a state of the art generative adversarial model for filling image holes, which produced a superior quality reconstruction on the Microsoft Common Object in Context data set. See some results here
• Statistical Learning Coded various machine learning models (Logistic Regression/Bayes Network/Neural Network/KNN, and K-means) and tested their performance on various dataset
• Implement HyperBand algorithm Create an interface to plug any Tensorflow model to do hyperparameter search. Hyperband algorithm adaptively allocates resources across the selected configurations

Some deep learning models implemented
• Attention is All You Need :: Code
• Adversarial Neural Cryptography :: Code
• BEGAN :: Code
• Designing Neural Network Architectures using Reinforcement Learning :: Code
• Incorporating Unstructured Textual Knowledge Sources into Neural Dialogue Systems :: Code
• Variationnal Auto Encoder :: Code
• WGAN :: Code

Mobile App

• Paint for Me Take a picture of a park, a museum, a dish, and the algorithm will find similar for you, famous pictures. Using VGG19 to compute features of painting

• Pot holes Go... not Pokemon Go, but as Funny Android app made for Hackatown 2017. Provided an easy way to share pot hole location with Montreal's city, and also a tool to visualize their locations as an heatmap, helping urban renovation.

Competition

• SWERC 2015 Participation in a European algorithm competition (part of ICMC-ICPC). Finished 29/52.
• UVA Online Solved more than 200 problems on UVA online judge system, all in C++ .
• Codingame Top 100 Worldwild on AI CodinGame plateform.

Blockchain and Computer Security

• Blockchain implementation in pure C++11 Implement a version of the blockchain in the context of register domain name. During this project, also implements some cryptographic algorithms.

• Remote Administration Tool in Java Allows to take the control of a remote computer with an interface, containing multiple tools such as a CLI, a Screenshot Taker, a File Explorer.

Web Development

• Data Visualisation project Multiple visualizations using D3.js library to understand how people behaves in speed dating.

Massive Online Open Course

• Machine Learning 2014 and Compilers 2014 from Stanford University
• Deep Learning from Univerity of Toronto
• Advanced Machine Learning from Harvard University 2013
• Algorithms I & II from Princeton University
• Android from Google
• Computer Networking from Georgia Tech