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DanielOrtegaCar/README.md

Daniel Ortega Carcamo

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🚀 About Me

Computer engineer specializing in geospatial AI, computer vision, and cloud-native solutions. Currently leading R&D at Forestal Arauco, where applied AI has delivered measurable impact at industrial scale.

🏆 2 National Awards Premio Chile PotencIA 2026 · Roberto Ovalle Aguirre
🎓 MSc Computer Science Universidad de Concepción
☁️ 3 Google Cloud Certs Digital Leader · ACE · Professional ML Engineer
📍 Location Chiloé, Chile
💼 Experience 5+ years in R&D (AI · GCP · Geospatial)

🏆 Achievements

🥇 Premio Chile PotencIA 2026

National AI Award — 1st Place, Large Enterprises

Harvest quality management using drones + deep learning at Forestal Arauco:

  • 📈 +37% harvest quality improvement
  • 🌲 60,000+ m³ commercial timber recovered
  • 💰 ~USD 7M in recovered value

→ Read about the award

🥇 Roberto Ovalle Aguirre Award

Instituto de Ingenieros de Chile

Excellence award from Chile's Institute of Engineers recognizing outstanding engineering work.

→ View award


🛠️ Tech Stack

AI / Machine Learning
Python PyTorch TensorFlow Scikit-learn Pandas NumPy

Cloud & DevOps
Google Cloud BigQuery Vertex AI Kubernetes Docker Argo

Geospatial
QGIS ArcGIS


🎓 Education


📜 Certifications

Badge Certification
☁️ Google Cloud Digital Leader
🔧 Google Associate Cloud Engineer
🤖 Google Professional Machine Learning Engineer
🌐 Architecting with Google Kubernetes Engine
🛠️ SRE and DevOps Engineer with Google Cloud
📊 Big Data and Machine Learning Fundamentals
🧠 DeepLearning.AI TensorFlow Developer
🌍 Spatial Data Science and Applications
High-Performance Computing with Python 3.x

💼 Professional Experience

🔬 R&D Engineer — Forestal Arauco 2021 – Present
Leading AI, cloud, and geospatial projects. Built award-winning harvest quality system (Premio Chile PotencIA 2026).

🔬 R&D Consultant — Forestal Arauco 2019 – 2021
Computer vision algorithms and automated GIS workflows.

🌐 Independent Consultant 2019 – 2020
Web scraping and automated reporting on immigration news.

🖥️ Internship — Sistemas Modulares de Computación SpA 2018 – 2019
Shift management system with C# and SQL Server.


📂 Highlighted Projects

  • 🛰️ Harvest Quality Management (Premio Chile PotencIA 2026) — Drones + deep learning, +37% quality, 60k+ m³ recovered.
  • 🌈 Hyperspectral & Multispectral Image Analysis — Supervised classification of forest imagery.
  • 🌳 LiDAR Data Analysis — Understory vegetation metrics from point clouds.
  • ☁️ Cloud-Based ML Pipelines — Kubernetes + Argo Workflows on GCP.
  • 🏞️ Geoprocess Automation — DEM correction, raster compression, optimized loading.
  • 📑 Automated PDF Reporting — Multi-API data pipelines to production reports.
  • 🌐 Immigration News Web Scraping — Structured datasets for geopolitical analysis.

📊 GitHub Stats

GitHub Streak

GitHub Stats Top Languages


⭐️ Open to collaborating on AI, geospatial data, and cloud solutions.
📍 Chiloé, Chile

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