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colordepth/README.md

Hi, I am Deep!

Resume

My Interests

  • Deep Learning (Recommender Systems)
  • Data Mining (Network Analytics)
  • Information Retrieval (Plaintext, Geographic Algorithms, Multimedia)
  • Distributed Systems

Public Projects


Screenshot: Google Drive Me Crazy



Screenshot: AR Playground

Coursework Projects

1. Transformer-based OCR for stylized Japanese manga

Transformer fusion of Swin and BERT :)

2. Fast RecSys for digital art platforms (Report)

Keywords: CLIP, kNN approximation, saliency detection, distributed systems

3. Kumo - Personal file storage platform (w/ secure vault)

An extension of my GDMC, but now completely self-sufficient. It now uses distributed storage (S3), file encryption and ElasticSearch for fuzzy search indexing.

4. CUDA Random Forest

A CUDA C++ implementation of decision trees and random forests on GPU.

TODO: Add benchmarks

5. LRTree: A library for multivariate decision trees using logistic regression.

Created a python library for the algorithm implementation with support for scikit.

6. Report: Network graph analysis of research paper citations

Applied big data analytic techniques on research paper citation data.

Repo incoming!

Hackathon Projects

See my DevPost.

Secrets

Public Key

Pinned

  1. google-drive-me-crazy google-drive-me-crazy Public

    A Google Drive file manager built with React.

    JavaScript 15 2

  2. ar-playground ar-playground Public

    A learning environment for children in AR. Made with Unity3D for Android.

    C# 6

  3. custom-assembler custom-assembler Public

    An assembler and simulator for a custom instruction set

    Python 2