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hbrandon15/README.md

👋 Hi, I'm Brandon Hernandez

📷 Computer Engineer | Image Quality & Digital Imaging

I am a Master of Science in Computer Engineering graduate specializing in the intersection of hardware performance and image science. My work focuses on evaluating and optimizing the ISP (Image Signal Processor) pipeline—from sensor-level data to final color-graded output.


🔬 Core Expertise

  • Image Quality Evaluation: Quantitative analysis of MTF/SFR (Sharpness), SNR (Noise), Dynamic Range, and Color Accuracy (ΔE).
  • Imaging Science: Deep understanding of Bayer patterns, Demosaicing, Tone Mapping, and Color Space transforms.
  • Technical Tools: Python (OpenCV, NumPy, SciPy), C#/.NET, MATLAB, and RAW image analysis.
  • Video Engineering: Advanced color grading and bit-depth management for high-end media pipelines.

🛠️ Current Focus

  • Metadata Analytics: Developing tools to programmatically extract and analyze ISP metadata to correlate hardware settings with objective image quality.
  • Automation: Scripting automated test harnesses for camera sensor characterization.
  • Enterprise Systems: Maintaining high-availability .NET architectures for Harris County, ensuring data integrity at scale.

🛰️ Impact History

  • NASA Research Intern: Applied Optical Coherence Tomography (OCT) to analyze physiological data, sharpening my skills in scientific imaging and sensor reliability.
  • Professional Media Lead: Managing a photography and video business where I apply technical color science and sensor characterization to real-world creative workflows.

💻 Tech Stack

  • Languages: Python, C#, JavaScript, SQL
  • Imaging: OpenCV, Imatest (Familiarity), DaVinci Resolve (Color Science)
  • DevOps: Docker, GitHub Actions, CI/CD pipelines, Git

🐾 Fun Fact

  • Proud Corgi Dad 🐾

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