My Recent Works

Technology: Tensorflow, Scikit-learn, Python Dash

This study compares GARCH, LSTM, GRU, BiLSTM, and hybrid models for forecasting financial product volatility and price, highlighting their strengths and limitations. A user-friendly dashboard facilitates model training and evaluation, enabling users to upload datasets, customize parameters, and visualize results with performance metrics. The findings offer valuable insights into the accuracy, robustness, and efficiency of single and hybrid forecasting models.

Technology: OpenCV, Python, Arduino, CAD, 3D-printing

In this year-long collaborative project, we designed and manufactured an electromechanical system consisting of a motion capture system using high FPS cameras, a data processing unit using the OpenCV library, and a mechanical 2-D response platform operated using microcontrollers. Click the link to view the design report

Technology: ReactJs, Javascript

A simple blockchain demo that includes SHA256 hash generator, concept of proof of work, and how blocks are chained togther.

Technology: ReactJs, Javascript, R

A web application that creates stock price forecast based on sentiment analysis by acquiring twitter data. Other features include: Company news, key financial data, and price in real-time, and screener

Technology: ReactJs, Javascript

A platform to learn vocabularies with the primary goal of scoring 160+ in GRE Verbal section. The website includes features to customize your personal list of words or to learn from the prewritten Sets, each containing 20 words. Users can also learn using flashcards or Quizzes.

Technology: ReactJs, Javascript

A simple demo that features enciphering and deciphering procedure of cipher text using monoalphabetic substitution.