Software Developer & AI Engineer with a strong focus on Machine Learning, Computer Vision, and Cybersecurity-related systems.

I enjoy building end-to-end ML pipelines — from data preprocessing and feature engineering to model evaluation and real-time prediction.

Currently working on projects involving image processing, CNN-based models, and ML-driven applications, and creating structured learning guides for students and self-learners.

• Machine Learning & Deep Learning
• Computer Vision & Image Processing
• Model Training & Evaluation (CNN, SVM, Hybrid CNN–SVM)
• Web-based deployment of ML systems
• ML-based Security Systems (SQL Injection Detection, Cybersecurity Foundations)

I also create beginner-to-intermediate guides and roadmaps to help students and self-learners understand AI, Machine Learning, and Computer Vision through structured learning paths and real projects.

• 📘 AI / Machine Learning Roadmap
  Beginner → Intermediate visual roadmap with Computer Vision focus
  👉 https://github.com/ares-coding/ai-ml-roadmap

• 🖼 OpenCV Face Preprocessing Guide
  Practical preprocessing steps for ML & CV projects
  👉 https://github.com/ares-coding/opencv-face-preprocessing

• 🛡️ Cybersecurity Roadmap (2026)
  Structured beginner-to-advanced cybersecurity roadmap with curated resources, tools, and hands-on labs.
  https://github.com/ares-coding/cybersecurity-roadmap-2026

🛠️ Tech Stack

🚀 Featured Project

🍺 Detecting Alcohol Intoxication Using Image Processing A machine learning–based system that classifies facial images as drunk or normal.

Highlights:

• Image preprocessing and facial feature extraction using OpenCV
• CNN model for deep feature learning
• SVM classifier for decision boundaries
• Hybrid CNN–SVM approach for improved accuracy
• Trained and evaluated using Python in Google Colab

Tech Used:
Python · OpenCV · CNN · SVM · Scikit-learn · TensorFlow · NumPy · Pandas

🛡️ ML-Based SQL Injection Attack Detection
• Feature-engineered SQL queries classified using SVM
• Includes preprocessing, evaluation, and real-time prediction

🛡️ Cybersecurity Roadmap (2026)
A curated learning path covering fundamentals, networking, red team, blue team, tools, and certifications.

• 📧 Email: auamores3@gmail.com

“Build systems that solve real problems — not just models that look good on paper.”