Undergraduate Research Projects

Undergraduate Research Projects at my beloved Indian Institute of Technology, Kanpur

• One-Shot Learning of Gestures using Kinect data, Kaggle

  • With the help of kinect, and the Microsoft SDK, we can track the human skeleton in real time. Given the information of coordinates of body joints, we aim to distinguish different gestures. The algorithm can learn the gesture in just one shot. Tested up to 20 hand gestures.

  • [Code] [.pdf]

• Job Recommendation Challenge, Kaggle

  • Predict what jobs its users will apply to based on their previous applications, demographic information, and work history.

  • [Code][.pdf]

• Spoj Recommendation Engine

  • Heuristics to guide a user to find next best challenging problem based on his SPOJ history. Uses Collaborative Filtering for Problems on SPOJ using Spatio-Temporal Approach.

  • [Code][.pdf]

• GRE smart sentence getter

  • Uses word2vec to find the category of the word. Then, fetch sentences from the web depending on its most popular usage.

  • [Code]

• Weka modules in Haskell

  • Implementation of C45, KNN and Naive Bayes in Haskell

  • [Code]