IzuMind
A local knowledge base built on Ollama with the Qwen model.
- Role
- Personal project
- Technologies
- Ollama
- Qwen
Problem, approach and outcome
- Problem
- [What problem did it solve?]
- Approach
- [How did you approach it?]
- Outcome
- [What was the result?]
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Backend-focused Full-Stack Engineer
A software developer focused on backend development, APIs and system integration, building the services that let different systems work together.
I'm a software developer with around three to four years of experience, strongest in backend development, REST APIs and system integration, and comfortable working with the frontend, databases and cloud infrastructure. I've built and run enterprise systems in production, from designing APIs and connecting services to working with Kubernetes, monitoring and observability.
I like learning new technology and trying it out on real projects, especially distributed systems, cloud-native development, cybersecurity and AI engineering (LLMs, RAG and AI agents). I want to keep growing into an engineer who understands the system as a whole.
I understand the problem before I start fixing it, keep communication with the team open, and favour solutions that are simple but fit the problem. Choosing the right technology matters more to me than using many of them, and I'm ready to learn what I don't know yet.
Designing backend architecture, REST APIs, microservices, gRPC and distributed systems, with attention to scalability, reliability, maintainability and performance.
Cloud-native applications, Kubernetes, Docker, CI/CD and observability, along with site reliability engineering practices that make systems more stable and efficient.
Securing APIs, network security, web application security and detecting abnormal behaviour with machine learning.
Large language models (LLMs), retrieval-augmented generation (RAG), AI agents and local AI, especially building personal knowledge bases and automation that improves how work gets done.
Nutrition, exercise and healthy living, including making educational health content through the Health 101 project.
Cinematic imagery, photography, visual storytelling, and using generative AI to create images and social media content.
Superhero, science fiction and disaster films and series, plus tokusatsu such as Kamen Rider, Super Sentai and Ultraman.
Learning new things, building career skills, managing life, and making tools that help organise knowledge.
I believe knowledge from many fields can be connected to create something valuable: using AI to help build software, applying machine learning to cybersecurity, or using technology to communicate health knowledge.
What I enjoy most is learning, experimenting and building new things, then sharing what I've learned.
Knowledge has no end, and every experience can teach something, whether it is a success, a mistake or something I don't yet understand.
Not knowing is not the problem. What matters is staying open to learning and trying to find the answer.
I value experimenting and building things myself, because doing reveals the ideas, problems and limits that theory alone doesn't.
Mistakes are part of learning, not the end of progress.
Before solving a problem I try to understand its cause and context, whether it is technical or part of everyday life.
A good solution is not always the fastest one, but the one that is appropriate and lasting.
I value steady progress, even small improvements each day.
Starting, doing and improving gradually usually achieves more than waiting for everything to be perfect.
I value listening to others and communicating directly and respectfully.
Collaboration is more than dividing tasks. It is sharing knowledge, solving problems together and growing together.
Trust comes from actions more than words, so I take responsibility for my duties, the accuracy of information, and admitting mistakes.
In software engineering especially, security, privacy and the impact on users should never be overlooked.
Career growth should go together with health, relationships and happiness in life.
Success is measured by more than work output. It includes a life in which I can look after myself and the people who matter to me.
I don't aim to be the best at everything. I want to be better than before, understand more, and use what I know and have experienced to benefit others.
For me, growth means learning to cope with change, accepting what I don't yet know, and having the courage to start again when needed.
Keep learning, keep building, and keep becoming a better version of yourself.
October 2026 – Present
BECi / BEC World Group
Tech stack
December 2022 – June 2026
CP Axtra Public Company Limited (Lotus's)
Tech stack
May 2022 – August 2022
Nebula Station, Phuket, Thailand
Tech stack
My experience started with frontend development during an internship, grew into enterprise backend systems, and now builds on microservices, distributed systems and digital media platforms.
That path gave me an understanding of the whole development process across frontend, backend, databases and infrastructure, and of why system reliability, security and teamwork matter.
I aim to become a software engineer who can understand and design systems as a whole, applying cloud, AI and cybersecurity knowledge to real systems.
Experienced
Currently learning
Experienced
Experienced
Experienced
Experienced
Currently learning
A local knowledge base built on Ollama with the Qwen model.
An automation that uses OCR to extract data into Google Sheets.
[One-sentence summary of the project.]
King Mongkut's University of Technology North Bangkok (KMUTNB)
Status: In progress
Network security, information security and the management of information system security.
July 2024 – Present
Prince of Songkla University (PSU)
Status: Graduated, final CGPA 3.29
Foundations in programming, software development, database systems, networking and web application development.
August 2018 – May 2022
API Abuse Detection using Hybrid Statistical–Machine Learning Techniques
Master's research at KMUTNB, part of the DNS programme.
Key research areas
Sriyapai School
Upper secondary (Mathayom 4–6), general programme · Chumphon, Thailand
Sriyapai School
Lower secondary (Mathayom 1–3), general programme · Chumphon, Thailand
Anuban Mueang Chumphon Wat Subannimit School
Primary (Prathom 3–6) · Chumphon, Thailand
Niramol Chumphon School
Primary (Prathom 1–2) · Chumphon, Thailand
My education began in Chumphon, continued to a bachelor's degree in Information Technology at Prince of Songkla University, and moved on to a master's degree in Digital Network and Information Security Management at KMUTNB.
Learning across software engineering, networking and cybersecurity led me to care about designing efficient, secure systems and applying machine learning to real problems.