
Turning complex data into secure, autonomous solutions. I bridge the gap between advanced Machine Learning research and scalable software engineering.
CORE CAPABILITIES
Neural Architecture
Developing custom neural networks and optimized deep learning pipelines. Specialized in bridging the gap between research models and production-ready systems.
Machine Perception
Engineering real-time vision systems for object tracking and biometric identification. Implementing state-of-the-art detection algorithms for complex environments.
Secure Intelligence
Securing AI infrastructure against adversarial threats. Designing intelligent systems that detect phishing, malware, and anomalies with high precision.
Featured Projects
Specialized solutions in machine learning, cybersecurity, and full-stack development.

Detecting Alcohol Intoxication using Image Processing
A comprehensive AI-driven security system that utilizes Convolutional Neural Networks (CNN) and Support Vector Machines (SVM) to detect alcohol intoxication through real-time facial analysis and biometric feature extraction.

PhishGuard AI: Real-Time Phishing Detection System
Enterprise-grade cybersecurity application that detects phishing attempts using advanced Natural Language Processing. It features a robust Python Flask backend integrated with an intuitive Android frontend for real-time mobile security alerts.

Spam Message Detector using NLP
High-precision spam classification engine built with Python and Scikit-Learn. It employs sophisticated TF-IDF vectorization and Naive Bayes algorithms to distinguish between legitimate communication and malicious spam with minimal false positives.

Malicious URL Detection using ML
Advanced URL threat intelligence platform that categorizes web links using a multi-algorithm ensemble of Random Forest, XGBoost, and SVM, providing a secure shield against web-based security vulnerabilities and cyber attacks.

JWT Authentication System using Flask
A secure, token-based authentication framework developed with Flask and JWT. It implements industry-standard security practices including bcrypt password hashing, session management, and granular API route protection for modern applications.

SQL Injection Detection System
Innovative security auditing tool that identifies SQL injection vulnerabilities using Machine Learning classification. It provides a real-time web interface powered by Flask, allowing developers to test and secure their databases against payloads.

Guardian Protocol: Security Awareness
Next-generation security awareness and training platform designed to bridge the gap between complex cryptographic standards and human intuition. It features an interactive Cyber-Grid engine and comprehensive modules on identity management.
The Tech Behind the Talent
I combine advanced Artificial Intelligence with robust software development to build secure, intelligent systems that solve real problems.
AI & Intelligence
Development Foundations
The Professional Workflow
Work Experience
My professional journey from admin roots to AI | Machine learning Engineer
AI | Machine learning Engineer
Developing machine learning systems for computer vision and security-focused applications. Built and evaluated ML models, performed feature engineering, and integrated ML pipelines into real-world applications such as phishing detection and security monitoring tools.
Full Stack Developer
Designed and developed full-stack web applications from UI to backend logic. Implemented authentication flows, database-driven features, and API integrations. Built scalable project structures with modular components. Optimized loading performance and deployed applications using modern workflows.
Software Developer
Developed responsive websites and prototype web applications for small clients and academic projects. Built reusable UI components, handled form processing, and implemented REST API consumption for dynamic data. Gained experience in version control, debugging, and performance optimization.
Online Administrative
Managed documentation and scheduling with precision. Handled email correspondence, scheduling, and record management improving efficiency and accuracy.
Get In Touch
Open to freelance projects, full-time roles, and interesting collaborations.
auamores3@gmail.com
GitHub
cybersec-dev-au
au-amores
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