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:

• Exchanging ideas

• Collaborating on meaningful projects

• Discussing AI, automation, or system design

• 💼 LinkedIn

• 🐦 X / Twitter

• 📫 Or just message me here on GitHub

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