Explorations · Alex Loaiza
Practical applications and experimental project write-ups by Alex Loaiza—healthcare, cybersecurity, community assistants, and more at the intersection of AI and engineering.
Automated Threat Analysis and Security Research
Exploring how AI can revolutionize cybersecurity through automated threat analysis, email investigation, and intelligent security workflows. Featuring Risk|Tracker, a proof-of-concept platform that demonstrates AI-driven phishing detection, domain intelligence, and interactive security visualization for educational research purposes.
Building AI-Driven Tools for Community Benefit
Exploring how non-profit organizations can develop and deploy AI-driven tools that address community needs and promote digital equity through open-source technologies, community expertise, and sustainable funding models.
Bridging Healthcare Accessibility Through Intelligent Doctor Matching
Exploring how AI can revolutionize healthcare accessibility through intelligent doctor matching, multi-language support, and simplified medical guidance. Featuring Baymax, a proof-of-concept platform inspired by community needs and designed to make healthcare as simple as a conversation.
Bridging Digital Gaps with Intelligent Accessibility
Introducing an AI-powered assistant that bypasses the high costs of website redesigns by intelligently aggregating information from verified public sources, delivering structured, actionable responses while safeguarding against misinformation.
Transparent Decision-Making in AI Systems
Demonstrating how Chain-of-Thought (CoT) prompting can make complex decision-making processes more transparent and explainable, showcased through a simulated restaurant recommendation system.
Opening Doors While Empowering Engineers
Exploring how AI tools are making software development more accessible to domain experts and non-programmers while simultaneously creating new opportunities for engineers to focus on complex architectural challenges, security, and system optimization.