I'm an AI Application Full-Stack Engineer focused on turning AI capabilities into usable products.
I work across the full application surface: product thinking, frontend experience, backend services, model/API integration, automation workflows, and the practical details that make an AI feature reliable enough for real users.
- AI-native web applications and internal tools
- Full-stack product prototypes from idea to usable demo
- LLM-powered workflows, agents, and automation systems
- Frontend experiences with React, TypeScript, and modern web tooling
- Node.js services, scripts, crawlers, and data-processing utilities
- Creative web experiments with Three.js and browser-based 3D
- Building practical AI applications with strong user experience
- Connecting LLMs with real product workflows and business logic
- Designing reliable tool-use, retrieval, and automation patterns
- Exploring AI-assisted content production and short-video workflows
- Keeping interfaces simple, fast, and useful
Instead of treating old repositories as polished showcases, I use this GitHub profile as a record of ongoing engineering interests:
- AI applications: product workflows, prompt systems, LLM API integration, and automation around real tasks.
- Full-stack delivery: frontend interfaces, backend services, data flows, deployment, and the glue code that makes prototypes usable.
- Content tooling: experiments around AI-assisted writing, media generation, and short-video production workflows.
- Creative web engineering: Three.js, WebGL, interactive visualization, and browser-based 3D experiments.
- Personal knowledge systems: notes, scripts, and small utilities that help me think, build, and iterate faster.
AI & application layer: LLM APIs, agents, prompt engineering, RAG, workflow automation
Frontend: TypeScript, JavaScript, React, Vite, Three.js, WebGL
Backend & tooling: Node.js, REST APIs, scripts, crawlers, GitHub Actions
Product craft: rapid prototyping, UX detail, system design, deployment
- GitHub: github.com/Vocsal
- Website: Vocsal.github.io