GENE RYAN
“Somebody stop me... from over-engineering simple solutions.”— Myself
Overview
Building intelligent systems with a security-first mindset.
Versatile Full-Stack Developer with expertise in AI-powered solutions, web security, and modern application development. Experienced in building intelligent systems using LLMs, vector databases, and cloud services. Proven problem-solver combining strong technical skills with a security-first mindset.
University of Mindanao Digos College
Bachelor of Science in Information Technology
- Province Startup Competition 2nd Place (2025)
- HackForGov 5th Place (2024)
- UMDC IT Hackathon Champion (2023)
Tech Stack
Languages
Frontend
Backend & APIs
AI & ML
Cloud & DevOps
Databases
Experience
Full-Stack Developer
Taxed GmbH
- ●Developed an AI-powered long-term memory application utilizing vector databases for efficient semantic search and retrieval.
- ●Integrated Large Language Models (LLMs) to enable intelligent context-aware interactions and memory management.
- ●Implemented Azure Vision services for image processing and visual content analysis capabilities.
Data Labeling Specialist
start.ai
- ●Specialized in high-quality data labeling for machine learning algorithm training, focusing on image and video content analysis.
- ●Contributed to data classification projects with rigorous quality assurance processes for AI algorithms.
Selected Works
Nomos
AI-Powered Legal Document Analyzer
Built an AI-powered web app that transforms complex legal documents into plain English with risk assessments and missing protection detection.
Integrated Google Gemini 2.5 Pro for intelligent document analysis with interactive Q&A capabilities.
Implemented privacy-first architecture with automatic 24-hour document deletion and zero data retention.
Tech Stack
Next.js, React, TypeScript, Prisma, Supabase, Google Gemini
Gnosis
AI-Powered Semantic Mind Mapping Engine
Built a real-time semantic mind-mapping engine that creates dynamic, interconnected knowledge graphs powered by AI.
Implemented vector embeddings with Voyage AI and Qdrant for intelligent semantic search and concept matching.
Developed interactive force-directed graph visualization using D3.js with real-time updates as users explore topics.
Tech Stack
Next.js, React, D3.js, FastAPI, LangChain, Cerebras, Voyage AI, Qdrant
SINAG
Governance Assessment Platform for DILG
Developed enterprise-grade governance assessment platform for DILG's Seal of Good Local Governance for Barangays (SGLGB) program.
Architected full-stack monorepo with Next.js 16, FastAPI, PostgreSQL (Supabase), Redis, and Docker for scalable multi-role workflow management.
Integrated AI-powered recommendations and insights to provide actionable capacity development (CapDev) solutions for barangay governance improvement.
Tech Stack
Next.js, React, TypeScript, FastAPI, PostgreSQL
UMDC Community Extension Management System
Developed enterprise web platform for University of Mindanao Digos College's community extension programs.
Built secure TypeScript-based architecture for community programs and participant data management.
Integrated real-time analytics and reporting dashboard for monitoring program progress and generating insights.
Tech Stack
TypeScript, React, Node.js