Hi, I’m Raymond — a motivated and curious engineer with a strong foundation in AI, software, and web development. I'm building a T-shaped profile: deep expertise in AI and software development, and broad skills in related tech like cloud and frontend/backend web stacks.
continious learner since 2023 🤓
I design and build end-to-end AI-driven software systems that solve real business problems.
I combine AI engineering, software development, and product thinking to create practical, scalable solutions.
Not just prototypes or demos, but real working systems.
I focus on building complete platforms and automations, including:
- 🧠 AI agents & workflows for analysis, decision support, and automation
- 🏗️ Full-stack platforms (frontend, backend, database, payments, payouts)
- 🔁 Problem curation systems: intake → analysis → solution → delivery
- 💬 Chat & interaction systems for users and clients
- 💳 Payments & payouts (marketplace-style flows)
- ⚙️ Automations that reduce manual work and improve business insight
I work from problem-first thinking:
Understand the problem → design the system → automate where it matters.
A fully working platform inspired by Marktplaats / Fiverr, built from scratch:
- User & role system (buyers / sellers)
- Problem intake & curation flow
- Purchase & delivery lifecycle
- Chat system (buyer ↔ seller)
- Payment handling
- Payout / earnings system
- Database-driven architecture
- AI-assisted analysis & matching
This is not a demo — it’s a real system with real flows.
I build AI-powered automations that help companies:
- Analyze business problems and bottlenecks
- Classify and structure incoming challenges
- Generate insights, summaries, or next steps
- Support decision-making with context-aware agents
Focus areas:
- Operational efficiency
- Analysis & research
- Content & communication support
- Internal tooling
- Systems > scripts
- Products > demos
- Long-term maintainability > quick hacks
- AI as leverage, not a gimmick
I enjoy thinking ahead, exploring edge cases, and designing architectures that can grow.
Languages
- Python, TypeScript / JavaScript, HTML, CSS, C# (basic)
Frontend
- React, Next.js, Tailwind CSS
Backend
- FastAPI, Django, Express.js
- REST APIs
Databases
- PostgreSQL, Supabase
AI & Data
- Machine Learning, RAG pipelines
- LLM APIs & local models
- AI agents & orchestration
Infra & Tooling
- Docker, GitHub, VS Code
- Deployment & automation tooling
(Tech choices are always driven by the problem, not hype.)
- AI & software systems
- Product & architecture thinking
- Image and video generation (AI art)
- Flight simulation (MSFS2020, VFR, VR, single piston)
I’m always open to:
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Exchanging ideas
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Collaborating on meaningful projects
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Discussing AI, automation, or system design
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💼 LinkedIn
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📫 Or just message me here on GitHub