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Learning from data
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Learning from data

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MiltonValleL/README.md

Hi there, I'm Milton! 👋

Data Scientist & ML Engineer | 🇧🇴 Bolivia

I am a results-driven Data Scientist on a mission to reach world-class mastery by 2026. My approach is built on the "Mastery over Calendar" philosophy, integrating rigorous Statistics with Production-Ready Machine Learning.


🚀 Current Technical Focus

I am currently executing an Agile-based roadmap focused on:

  • Applied Statistics & Probability: The backbone of my analytical framework.
  • Machine Learning Systems: Deep diving into 'An Introduction to Statistical Learning' (ISLR) and Aurélien Géron’s 'Hands-On Machine Learning with Scikit-Learn and PyTorch'.
  • Content Creation: Documenting my learning journey through Data Science by Doing on YouTube.

📚 Professional Education & Specializations

  • CodeCademy Professional Bootcamps: Comprehensive training in Data Science and ML Foundations.
  • Machine Learning Specialist Career Path: Advanced specialization in Supervised, Unsupervised, and Deep Learning.
  • TripleTen Graduate: Refactoring 17+ industry-level projects to Senior standards.

🛠️ Tech Stack & Ecosystem

Core Data Science & AI

Python Pandas NumPy Scikit-Learn PyTorch TensorFlow

Visualization & Tools

Seaborn Matplotlib SQL Git Linux


💻 The Lab (Workstation)

I believe that high-level ML requires robust infrastructure. My projects run on:

  • OS: Ubuntu 24.04.3 LTS
  • CPU: Ryzen 7 9800X3D
  • GPU: ASUS TUF RTX 5070Ti (16 GB VRAM)

📫 Let's Connect:

I am always open to discussing Data Science opportunities, professional collaborations, or technical insights. Feel free to reach out!

LinkedIn YouTube Email

"Mastery is a journey of continuous improvement. Let's build the future of AI together."

Pinned Loading

  1. Bolivian_Electric_Power_System_Analysis Bolivian_Electric_Power_System_Analysis Public

    High-performance predictive framework for the Bolivian Power System (SIN). Features an XGBoost model ($R^2=0.8976$) and PyTorch LSTM to forecast Equivalent System Inertia ($H_{sys}$), optimized for…

    Jupyter Notebook

  2. Pandas_Bootcamp Pandas_Bootcamp Public

    NumPy & Pandas mastery for data analysis — Hands-on course covering arrays, Series, DataFrames, aggregation, visualization, time series, and joining data. Part of ml-engineering-bootcamp.

    Jupyter Notebook

  3. MatplotSea_Bootcamp MatplotSea_Bootcamp Public

    Advanced data visualization with Matplotlib & Seaborn. Learn Figure/Axes architecture, advanced formatting, and statistical visualization. 3 projects: coffee market analysis, production trends, use…

    Jupyter Notebook 1