kushagraghosh,Kushagra Ghosh,github

Hi, I’m @kushagraghosh
I’m interested in Computer Vision, Database Systems, and Data Science.
Projects: HousingInequalityFluidVisualization, SimpleBreakoutGame, ConspiracyTheoryNLP, NotUberAlgorithms, EuroSATEmbeddingsPyTorch
I’m currently learning Computer Science at Duke University.
I’m looking for technology internships and opportunities.
Technologies: PyTorch, Java (Agile, JUnit Test, OpenJDK, OpenJFX), Python (NumPy, Pandas, Matplotlib), R, Swift (CoreLocation, MapKit, ARKit, CoreML), PL/SQL, JavaFX, HTML/CSS/JS/Bootstrap
How to reach me: https://www.linkedin.com/in/kushagraghosh/

Kushagra Ghosh's Projects

datarepairandfairness

Using PostgreSQL & Python for investigating algorithmic bias in representation for marginalized subpopulations, particularly within various data repair algorithms (Holoclean, MuSe) and machine learning-based synthetic data generators (Synthetic Data Vault).

diveintodeeplearning

Learning about PyTorch and Deep Learning from d2l.ai

eurosat

Trained a ResNet50 model on the EuroSAT satellite imagery dataset w/ PyTorch. Analyzed the model's encoder by visualizing linear interpolations within the embedding space to illustrate the semantic separation in the learned feature representations.

housinginequalityfluidvisualization

Using Python 3.6 and NumPy to create a Physics Fluid Simulation Analogy to visualize national housing and wealth outcome differences from 1967-2020 based on U.S. Census Bureau data (for Duke Bass Connections Visualizing Housing Inequality team).

httploadtesting

Created a Python library for load testing and benchmarking HTTP endpoints

kushagraghosh

Config files for my GitHub profile.

notuber

KD-Tree implementation for matching drivers and passengers to nearest nodes, Grid Partitioning, A* search algorithm, Dijkstra's algorithm, Euclidian and Manhattan Distance, Theoretical and Practical Time Complexity, Priority Queues, Heuristic Functions. For case Study CS330

simplebreakoutgame

Using Java (with OpenJFX, GIT, Markdown, IntelliJ) to make a program that allows someone to play the Breakout game, in which a ball bounces around the window and destroys blocks as it hits them.

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