Passionate about building intelligent systems that secure the digital world. I specialize in AI, ML, and computer vision to develop solutions that make an impact.
Featured Projects
Real-world applications of machine learning and cybersecurity
Detecting Alcohol Intoxication using Image Processing
AI-powered facial analysis using CNN, SVM, and hybrid models to detect alcohol intoxication from facial images with complete CV pipeline.
PhishGuard AI: Real-Time Phishing Detection System
Advanced security app leveraging NLP to detect and classify phishing messages in real-time. Built with Android frontend and Python Flask backend for instant risk assessment.
Spam Message Detector using NLP
Machine learning-based spam classifier using NLP techniques including TF-IDF vectorisation and Naive Bayes classification to accurately identify spam messages.
Malicious URL Detection using ML
URL threat-classification system using multiple ML algorithms—Random Forest, XGBoost, and SVM—to detect and categorise malicious web links with high accuracy.
JWT Authentication System using Flask
Token-based authentication backend built with Flask and JWT. Implements secure user registration, password hashing with bcrypt, login validation, and protected API routes using Bearer tokens.
SQL Injection Detection System
ML-powered security tool that classifies SQL queries as benign or malicious. Features a Flask API backend with a real-time web interface for testing injection payloads.
Skills & Experience
Tools, libraries, and languages I use to build AI-powered systems
AI / ML & Data Science
Languages & Frameworks
Developer Tools
Work Experience
My professional journey from admin roots to AI/ML engineering
AI / ML Engineering
Developing end-to-end machine learning systems focused on computer vision and cybersecurity. Designed and trained CNN, SVM, and NLP models, performed feature engineering and evaluation, and deployed ML pipelines using Flask APIs with integration into Android applications such as phishing detection 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 Assistant
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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