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Hi 👋, I'm Juan Diego

A passionate seventh-semester Computer Science student from Perú.

byjuandiego

byjuandiego

  • 🔭 I’m currently studying at UTEC

  • 🌱 I’m currently learning Rust

  • 💬 Ask me about PostgreSQL, Python, C++

  • 📫 How to reach me [email protected]

Connect with me:

jdcastropadilla juan.diego.castro.p

Languages and Tools:

aws c cplusplus docker flask git javascript linux mongodb nodejs postgresql postman scikit_learn vuejs

Juan Diego Castro Padilla's Projects

avl-tree icon avl-tree

AVL-tree implementation, supporting insertion, key based search, and remove operations.

b-plus-tree icon b-plus-tree

Memory-resident B+ tree implementation, supporting insertion, key based search, bound based search and range search operations.

boids-collision-quad-tree icon boids-collision-quad-tree

A simulation of animals that fly in flocks and collide with each other. Internally, it uses an implementation of a bucket-PR-quad-tree to manage searches for nearby neighbors.

disk-avl-tree icon disk-avl-tree

Auto-balanced binary search tree implementation that works with secondary memory to store records. Supports insertion, key-based search, range-based search and remove.

disk-b-plus-tree icon disk-b-plus-tree

A disk-resident Clustered B+ tree implementation optimized for secondary memory storage for fixed-length records. This solution supports efficient insertion and range search operations, making it well-suited for managing datasets.

disk-static-hash icon disk-static-hash

Fixed-size hash table implementation for data storage and retrieval. It offers customizability, file-based storage, and error handling for managing large datasets.

file-system icon file-system

Mini file management system for fixed and variable length records

hash-table icon hash-table

Dynamic hash table implementation that uses chaining method. Supporting insertion, delete and equality search.

isam-tree icon isam-tree

Static k-ary tree constructed in disk files. His main operation is the key-based search, but it also supports range search

linear-regression icon linear-regression

Linear regression prediction model for the Most Streamed Spotify Songs 2023 dataset

random-file icon random-file

Sorted index file that uses disk files and RAM to manage record insertions and searching

ss-tree icon ss-tree

The Similarity Search Tree is an efficient method for indexing high dimensional feature vectors. The main objective of this data structure is to obtain the nearest neighbors given a certain query vector in a reasonable amount of time. In this project, the k-NN algorithm was adapted for supporting image retrieval.

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