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GeezerVison is showing github.com β€” dfbustosus - Overview

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Coding

David Bustos Usta dfbustosus

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Engineer with an MSc in Applied Physics and a PhD in Modeling, working as an ML engineer, professor, and apps developer.
429 followers Β· 506 following
  • CLX
  • Colombia
  • https://www.youtube.com/channel/UC4b2wnFR8zzoy8ApjUXaU-g
  • https://orcid.org/0000-0001-6431-9203
  • in/david-bustos-usta-180676a0
  • https://www.researchgate.net/profile/David-Bustos-Usta-2?ev=hdr_xprf
  • davidusta

Achievements

Achievement: Galaxy Brainx4Achievement: Pair Extraordinairex3Achievement: Pull Sharkx4Achievement: QuickdrawAchievement: YOLOAchievement: Starstruck

Achievements

Achievement: Galaxy Brainx4Achievement: Pair Extraordinairex3Achievement: Pull Sharkx4Achievement: QuickdrawAchievement: YOLOAchievement: Starstruck

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dfbustosus/README.md
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LinkedIn GitHub YouTube Gmail Scholar ResearchGate ORCID

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πŸ‘¨β€πŸ’» About Me

πŸš€ 13+ years turning research into production AI β€” from Bayesian models & physics to RAG systems serving real-time traffic.

🏒 Currently

Senior ML Engineer @ Conversion Logix β€” architecting production ML systems, real-time inference & GenAI pipelines with 13+ years of experience turning research into deployed AI.

πŸŽ“ Background

PhD in Modeling & MSc in Applied Physics β€” deep work in time-series forecasting, Bayesian modeling & statistical inference.

πŸ”­ Focus

RAG systems Β· transformer architectures Β· hybrid forecasting models Β· LLMOps

πŸ§‘β€πŸ« Teaching

Professor & bootcamp lead β€” open courses on Data Science, Data Engineering & Python Backend used by hundreds of Spanish-speaking learners.

🌱 Learning

Rust & Julia for performance-critical and scientific computing

πŸ“ Chile πŸ‡¨πŸ‡± Β· Colombia πŸ‡¨πŸ‡΄


πŸ“Š GitHub Statistics

GitHub Stats Most Commit Language Productive Time
GitHub Streak

πŸš€ Featured Projects

🧠 AI-Evoolve

A curated showcase of the forefront of AI innovations & breakthroughs β€” LLMs, agents & generative systems.

Python Hugging Face LangChain Stars Forks

πŸ—οΈ Curso-Data-Engineering

Full open-source Data Engineering course (ES): pipelines, orchestration, streaming & warehouses.

Python Docker PostgreSQL Stars Forks

πŸŽ™οΈ Verbi

Modular voice assistant β€” SOTA transcription, LLM response generation & TTS, with local models via Ollama.

Python Ollama STT Β· LLM Β· TTS Stars Forks

πŸ€– NLP-and-Vision-Transformers

Latest NLP & Vision Transformer architectures applied to text and image tasks.

Python PyTorch Hugging Face Stars Forks

🐍 Curso-Python-Backend

Backend development course β€” Python + Django, from fundamentals to deployed web apps.

Python Django PostgreSQL Stars Forks

πŸ“Š Curso_DS_para_todos

Data Science for everyone β€” a hands-on intro course with projects in Python.

Python Jupyter Pandas Stars Forks

🏁 llmrace

New! Race LLM providers head-to-head in your terminal β€” live TUI, TTFB, tokens/s, p95 latency & cost. OpenAI Β· Anthropic Β· Groq Β· OpenRouter Β· local Ollama Β· any OpenAI-compatible endpoint. Published on crates.io: cargo install llmrace. πŸ¦€

Crates.io Rust CI Stars Forks


πŸ§‘β€πŸ« Education & Open Teaching

I believe world-class AI education should be free and in your own language. Beyond my featured courses, I lead university bootcamps and publish the material openly:

  • πŸŽ“ Bootcamps DS β€” multi-cohort data science bootcamps (2024-I Β· 2023-I Β· 2023-III)
  • πŸ“ Curso-NLP-Python β€” NLP techniques for text processing
  • βš™οΈ C++ Course & Rust Course β€” systems programming foundations
  • πŸŽ₯ YouTube β€” tutorials in Spanish on AI, ML & data

πŸ”¬ Research & Publications

PhD-level research at the intersection of physics, statistics and machine learning β€” time-series forecasting, Bayesian modeling, and validated ML applications (including medical-imaging studies).

Scholar ResearchGate ORCID


πŸ› οΈ Tech Stack

πŸ’» Languages & Scientific Computing
Languages

πŸ€– AI / Machine Learning
AI/ML

🧰 Core tooling
NumPy Pandas Keras Hugging Face LangChain MLflow Plotly Ollama

🎨 Frontend
Frontend

βš™οΈ Backend & APIs
Backend

πŸ—„οΈ Databases & Streaming
Databases

☁️ DevOps · MLOps · Cloud
DevOps


πŸ“ˆ Contribution Activity

David's 3D Contribution Graph

✨ 3D graph auto-generated by github-profile-3d-contrib


Quote

footer

"The goal is to turn data into information, and information into insight." β€” Carly Fiorina

🀝 Open to collaborating on

Open-source AI Β· Research projects Β· Speaking & workshops

Thanks for visiting! If my work helps you, consider leaving a ⭐ on any repo β€” it really helps! πŸ’™

Popular repositories Loading

  1. AI-Evoolve AI-Evoolve Public

    A nice collection showcasing the forefront of artificial intelligence innovations and breakthroughs

    Jupyter Notebook 50 19

  2. Curso-Data-Engineering Curso-Data-Engineering Public

    Jupyter Notebook 42 36

  3. Proyectos_DS Proyectos_DS Public

    CompilaciΓ³n de proyectos finales Estudiantes

    Jupyter Notebook 29 19

  4. Curso_DS_para_todos Curso_DS_para_todos Public

    Curso Ciencia de datos para todos

    Jupyter Notebook 13 5

  5. Curso-Python-Backend Curso-Python-Backend Public

    Backend Course using Python and Django to develop web pages

    CSS 12 2

  6. PreeBootcamp-DS-BIT PreeBootcamp-DS-BIT Public

    Prebootcamp DS BIT

    Python 10 4

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