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Achievement: Pull SharkAchievement: YOLO

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Achievement: Pull SharkAchievement: YOLO

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pegruk/README.md

Hi, I'm Pedro Gustavo

I'm an AI researcher and software developer. I explore how machine learning models work and sometimes build backend systems.

AI & Research

Other projects I've built

A few other things I've worked on:

  • Jungle Gaming Wagering Processor — A distributed wagering processor built with NestJS, TypeScript, PostgreSQL, and SQS, focused on transaction consistency and safe retries.
  • Image Processing Service — A REST API for image uploads and transformations, built with TypeScript, Fastify, PostgreSQL, and Sharp.
  • Todo List API — A REST API built with Node.js, Express, TypeScript, and PostgreSQL, featuring JWT authentication and pagination.

Popular repositories Loading

  1. ResNet34-from-scratch ResNet34-from-scratch Public

    ResNet34 implemented from scratch following ARENA Chapter 0 exercises

    Python

  2. gpt2-from-scratch gpt2-from-scratch Public

    A from-scratch implementation of GPT-2 using PyTorch.

    Python

  3. image-processing-service image-processing-service Public

    API de processamento de imagens com TypeScript, Fastify e Sharp. JWT, PostgreSQL, Docker, testes e Swagger.

    TypeScript

  4. reverse-engineering-induction-heads reverse-engineering-induction-heads Public

    Mechanistic interpretability of induction heads in a pretrained Transformer: circuit discovery, QK/OV analysis, ablation, and activation/path patching with TransformerLens.

    Python

  5. api-todo-list api-todo-list Public

    A RESTful Todo List API built with Node.js, Express, TypeScript, and PostgreSQL, featuring JWT authentication, paginated task management, and automated tests.

    TypeScript

  6. jungle-gaming-wagering-processor jungle-gaming-wagering-processor Public

    Distributed wagering processor built with NestJS, TypeScript, PostgreSQL and SQS, focused on financial consistency and safe retries.

    TypeScript