AV

SOFTWARE

My work at the intersection of AI/ML, Computer Vision, and Web Development.

Projects

Selected projects showcasing my work in AI/ML, Computer Vision, Systems Architecture, Data Science, and Web Development.

KOSMOS Website

KOSMOS Website

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  • Promotional and archival branding site
  • Interactive biographies
  • Event management
  • Media galleries
ReactNext.js
January 2025
Diffusion Models

Diffusion Models

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  • Implementation of custom diffusion sampling loops
  • Inpainting capabilities
  • Text-conditional image translation
  • Classifier-free guidance
PythonPyTorchHugging Face
November 2024
Hybrid Images Project

Hybrid Images Project

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  • Created images combining low and high-frequency content
  • Gaussian and Laplacian filtering
  • Multiresolution blending
  • Fourier Transform analysis
PythonOpenCVNumPySciPyMatplotlib
October 2024
Colorizing Historical Imagery

Colorizing Historical Imagery

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  • Automated system for aligning and colorizing Prokudin-Gorskii collection
  • L2 norm alignment
  • Multi-scale pyramid alignment
  • Automated contrast optimization
PythonNumPySciPyscikit-learnMatplotlib
September 2024
Asthma & AQI Analysis

Asthma & AQI Analysis

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  • Research on correlation between air quality and asthma rates
  • Linear regression analysis
  • Statistical modeling
  • Data visualization
RR Markdown
May 2024
PASAE Website

PASAE Website

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  • Organization website redesign
  • Modern UI/UX
  • Mobile responsiveness
  • Performance optimization
React.jsHTMLCSSJavaScript
Fall 2023-Spring 2024
TERF Toxic Speech Detection

TERF Toxic Speech Detection

  • ML model to detect and classify toxic speech through Twitter API.
  • Data collection and preprocessing
  • Feature engineering
PythonNLTKscikit-learnTensorFlow/PyTorch
Fall 2023
Pacman AI Agent

Pacman AI Agent

  • Built AI algorithms for Pacman simulation with strategic decision-making
  • Implemented search strategies (DFS, BFS, A* Search)
  • Developed Minimax and Expectimax algorithms
  • Applied Q-Learning and Value Iteration
  • Fine-tuned reward functions
PythonNumPyMatplotlib
April 2023
61CPU Project

61CPU Project

  • 5-stage pipelined RISC-V CPU implementation
  • Complete datapath implementation
  • Hazard detection and forwarding
  • Pipeline optimization
LogisimAssemblyGit
Spring 2023
Gitlet Version Control

Gitlet Version Control

  • Mini version of Git version control system
  • Core Git commands implementation
  • Persistent storage system
  • Conflict resolution
JavaJUnit
Spring 2022
Solar Water Heating Optimization

Solar Water Heating Optimization

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  • Analysis of solar water heating system performance
  • Time-series analysis
  • Performance prediction
  • System optimization
PythonPandasNumPyMatplotlibJupyter
July 2021

Technical Skills

My technical expertise spans multiple domains, focusing on machine learning, software development, and cloud infrastructure.

Programming Languages

TypeScript
Python
Java
C/C++
SQL

Frameworks & Libraries

React
Next.js
PyTorch
TensorFlow

Tools & Technologies

Git
Docker
AWS
CI/CD
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