Portfolio

---

Machine Learning

2.5D Visual Sound:

Description:

Binaural audio provides a listener with 3D sound sensation, allowing a rich perceptual experience of the scene.However, binaural recordings are scarcely available and require nontrivial expertise and equipment to obtain. We propose to convert common monaural audio into binaural audio by leveraging video.

---

NLP

Topic modelling of NLP related github repositories

Description:

Used the GitHub API to return popular NLP-related repositories, then used spaCy and other NLP libraries to analyze the GitHub descriptions. In this way, we can attempt to get a sense of how. NLP libraries are being used

Resume Analysis with Spacy

Description:

Made a resume scoring system using Spacy.

Statistical Data Analysis

Linear Discriminant Analysis of a Bankruptcy Dataset

Description

This project majorly focuses on statistical data analysis(LDA) of a bankruptcy data.

Time Series Forecasting and Survival Analysis

Financial Data Forecasting

Description This repository contains Time Series Forecasting of Nifty 50, Dax , Dow Jones and Nikkei stock prices

Exploratory Data Analysis

Fifa 21 game data analysis

Description:

This project focuses on visualizing the Fifa 21 game data and getting inference out of that.Data includes latest edition FIFA 2021 players attributes like Age, Nationality, Overall, Potential, Club, Value, Wage, Preferred Foot, International Reputation, Weak Foot, Skill Moves, Work Rate, Position, Jersey Number, Joined, Loaned From, Contract Valid Until, Height, Weight etc.

Zomato food data analysis

Description

This project focuses on visualizing the Zomato food data and getting inference out of it both using R and Python.