I am a recent graduate from Cornell University with a Master's in Electrical and Computer Engineering.
I have strong interest in Software Development and Machine learning and am actively seeking full-time opportunities in these fields.

Selected Projects

Jump Markov Linear Systems and Applications to Financial Modeling and Trading

  • Financial trading and macroeconomic indicators and signals are modelled by stochastic state space models such as Extended Kalman Filter. While some of the models prove to be better than the others, my interest was to test and verify that the tracking application of Jump Markov Linear Systems(JMLS) with Rao-Blackwellized Particle Filter can be beneficial.
  • A research was conducted and a project was made on Jump Markov Linear Systems with Rao-Blackwellized Particle Filter.
  • Simulations for applications in the field of finance and trading were carried out to comparet he performance of various tracking stochastic models and JMLS with RBPF performed dramatically better than the traditional ones.
  • GitHub Page

Multiplayer motion control games

  • Toddlers, teenagers and adults have become less physically active and are glued to digital games. Me, along with one of my fellow students at Cornell wanted to build a low cost motion controlled game to encourage phycial activity while enjoying playing popular digital games like templerun and minion rush.
  • We also built multi player games which is much more fun and engaging for a group of people.
  • The major components were ESP32 controller and MPU6050 motion sensor.
  • A TCP server was also setup which enables multiple players to connect to the game and to choose different games.
  • GitHub Page

Fast ICA

  • Cocktail party problem and natural image statistics pose a challenge to separate multivariate signals or mixed signals into individual components. A common approach is to apply Independent Component Analysis(ICA)
  • A research was conducted on different ways of implementing ICA and wrote an algorithm for Fast Independent Component Analysis to separate mized signals.
  • Simulations for applications: Cocktail party problem and natural image statistics were carried out using Fast ICA.
  • GitHub Page

Queue Management Scheme to Control Congestion in A Vehicular Based Sensor Network

  • About 33% of road accidents in India take place due to disorderly overtaking of (speeding )vehicles. I wanted to build a Vehicular Ad-Hoc Network to faciliatate communication between vehicles within a certain radius to keep updated about any speeding vehicles approaching.
  • For the communication, an antenna and receiver were designed. Simulation of such scenario with the designed antenna was performed using Network Simulator 2 and NCTU Network Simulator.
  • This project was presented at the 2nd International Conference on Inventive Systems and Control (ICISC 2018).
  • GitHub Page

Image search engine

  • An image search engine using image features extracted from ResNet was built.
  • This project was held as a competition in the entire school and our accuracy was among the top 5 percentile.
  • GitHub Page