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Hey, it's 𝛁bits πŸ‘‹

Massive data nerd with an interesting mix of intensity, code and, sometimes, machine learning.

  • πŸ‘ͺ Happy member of the ZeroDeposit family relocating nasty chores done by humans onto machines.
  • πŸ› οΈ Currently building a LLM-based semantic search engine on top of chromadb, mistral and some other bits and pieces in my spare time.
  • 🐌 Trying to be consistent in open source collaborations.
  • πŸ’­ Good bayesian aspirant: the importance of knowing the truth over being right all along.

Something I:

  • πŸ•΅οΈ Researched: in the agile optimization repository I explored whether it's possible to get the right number of stories for a given sprint if only you know how well you are performing.
  • πŸ“– Recently learned: in the grid estimation repository I learned the basics of CUDA programming with an easy algorithm based on the Think Bayes book.
  • ✨ Am really proud of: in the fareharbor webhook repository I built a webhook to process all the events of a booking engine which was the key part of a business intelligence dashboard I designed for a project I worked with.
  • ⭐ Am a huge fan of: productivity and self quantification.

David Reguera's Projects

agile-optimization icon agile-optimization

A brief incursion on optimization agile workflows. Come up with an algorithm that maximizes the chances to choose the right amount of stories for a given sprint.

autolog icon autolog

Autolog splits logs into parts and compress them to save space

chaos icon chaos

Visualizations of the connections between chaos theory and fractals through the logistic map; made for Veritasium YouTube video

chroma icon chroma

the AI-native open-source embedding database

crls icon crls

Personal work through CRLS book. Coded in Julia

cuda-grid-estimation icon cuda-grid-estimation

A primer on CUDA & c++ when one is familiar with Python's scientific ecosystem (pandas, numpy & scipy)

cuda-samples icon cuda-samples

Samples for CUDA Developers which demonstrates features in CUDA Toolkit

dvc icon dvc

πŸ¦‰ ML Experiments and Data Management with Git

fh_data_clean_up icon fh_data_clean_up

Clean the data fecthed from the fareharbor reports page and normalize it to fit into a Postgres Database.

joplin icon joplin

Joplin - an open source note taking and to-do application with synchronization capabilities for Windows, macOS, Linux, Android and iOS. Forum: https://discourse.joplinapp.org/

merge_csvs icon merge_csvs

`merge_csvs` is a small script to merge a bunch of csv files inside a zip file.

ml icon ml

The Machine Learning walk through journey

nablabits icon nablabits

Yeah, this is me πŸ™‹πŸΌβ€β™‚οΈ

open-assistant icon open-assistant

OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so.

percents icon percents

A short command line program to practice calculating percents mentally

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