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Dd1235/README.md

Hello 👋

Comp-sci student

I like Low level systems, ML/AI, Databases,Distributed Systems, Backend, Linear Algebra and Finance

Overthinking what you should do? go here

Want to find DSA questions on a specific topic? Looking up "Euler tour tree flattening" on Google not giving you the right Path Queries CSES question before original question has no mention of these words? being built! will add AlgoLens links

Want a benchmark of Kafka that compares a lot of things, compression methods, ack=0/1/-1 etc. all on a single cluster? No? Well here it is anyway, kafka

Want to look at a silly cloth simulation written in CPP with just SFML external library at a time claude wasn't as awesome as it is now, verlet integration as integrator, cloth simulated in a mass-spring model with physics constraints? You can cut it and all ^_^ here

Anomaly detection in carpet images, doesn't that sound super duper fun at the forefront of tech?! Implemented autoencoder in pixel space baseline, then a resnet50+knn memory bank approach, then autoencoder with resnet50 features instead of pixel space, then Patch Core (amazon paper implementation, like the second approach, but memory bank of features from patches instead!), then with ViT features instead of Resnet! Also experimented with skip connection in the pixel space autoencoder, but alas, this was just worse! here

Was learning RL from Sutton and Barto at a point so heres a bandits comparision, with epsilon-greedy, ucb, and median elimination. Taught me a lot! here

Pinned Loading

  1. Distributed-Key-Value-Database Distributed-Key-Value-Database Public

    Go

  2. TinkerWithCV TinkerWithCV Public

    Jupyter Notebook

  3. Euphonia Euphonia Public

    TypeScript

  4. Akshat089/Neural-Net Akshat089/Neural-Net Public

    TypeScript 2

  5. SSP_kafka SSP_kafka Public

    Go-based Kafka benchmarking framework

    Go