Projects

• Nepali Plagiarism Detector (NLP)
  An application that detects plagiarised Devanagari text files using a self-built rule-based stemming algorithm and Cosine similarity

• Guitar chord recognizer
  An application that predicts the chords when the Mel spectrograms of guitar sound are fed into a CNN.

• AI Plays GTA 5: Simulating self-driving vehicles
  A bike-riding agent in a virtual environment (GTA5), built using CNN, used for simulating self-driving vehicles.

• Sarangi: Nepali lyrics emotions extraction (NLP)
  A framework that categorizes songs written in the Devanagari script into four emotions using Naive Bayes.

• Autocar
  A self-driving car that can detect lanes, stop sign, traffic light and avoid a collision, built using Canny edge detection, Hough transform, Haar cascade classifier, and Arduino programming.

• MathMate – advanced mathematical calculator
  An android app that solves different types of mathematical equations, numerical computations, and calculus problems showing involved steps.