Distributed Systems & Backend
Architecting decoupled agent-server IoT fleet topologies, low-latency bidirectional WebSockets, and offline-tolerant write-ahead queues.
Node.jsTypeScriptWebSocketsDockerPostgreSQLSQLite Queues
TeerananPakdeekhan
Building resilient distributed systems, intelligent AI pipelines, and ethereal user experiences with end-to-end craft.
Philosophy & Background
Engineering from first principles.
Crafting deep modules, verifiable correctness, and high-performance digital systems.
Hi, I'm Teeranan Pakdeekhan (Dew) — a Full-Stack Software Engineer & Systems Architect dedicated to solving hard software engineering problems.
Applied Computer Science student at King Mongkut's University of Technology Thonburi (KMUTT) with a 3.50 GPAX, dedicated to building resilient distributed systems, intelligent machine learning pipelines, and high-performance applications.
My engineering philosophy centers on clean abstractions, deep modules, verifiable correctness, and purposeful aesthetics—spanning decoupled agent-server IoT fleets, transformer-based NLP engines, and interactive 3D WebGL simulations.
3.50
GPAX (KMUTT)
Year 3
Academic Level
17+
Open Source Repos
2028
Target Graduation
TypeScript
Next.js
Python
PyTorch
XLM-RoBERTa
Docker
Node.js
React
Three.js
FastAPI
PostgreSQL
Redis
WebSockets
Scikit-Learn
Git & Linux
TypeScript
Next.js
Python
PyTorch
XLM-RoBERTa
Docker
Node.js
React
Three.js
FastAPI
PostgreSQL
Redis
WebSockets
Scikit-Learn
Git & Linux
Core Disciplines
What I Do & Engineering Focus
Delivering comprehensive software engineering across distributed architectures, intelligent machine learning models, and fluid interfaces.
AI, NLP & Machine Learning
Engineering reproducible ML data pipelines, fine-tuning multilingual transformer backbones (XLM-RoBERTa), and building automated threat detection classifiers.
PythonXLM-RoBERTaPyTorchHugging FaceScikit-LearnFastAPI
Full-Stack & Interactive 3D
Crafting production web applications with Next.js App Router, interactive Three.js/WebGL physics laboratories, and accessible WCAG 2.2 Level AA interfaces.
Next.js 14ReactThree.js / WebGLCSS ModulesWCAG 2.2 AA
Systems Architecture & Performance
Designing resilient state machine models, non-blocking time-sliced algorithm execution, and automated testing suites for mission-critical software.
Decoupled Architecture60 FPS LoopsTDD TestingLinuxCI/CD
Featured Engineering
Systems & Architecture Showcase
Curated selection of high-throughput distributed systems, performant frontend engines, and full-stack solutions.
Backend & Systems2024 - 2025
Scalable Distributed Vending Fleet
Decoupled Agent-Server architecture for resilient IoT fleet management.
Explore Architecture
AI & Machine Learning2024
Restaurant Reputation Intelligence System
End-to-end NLP sentiment pipeline analyzing customer reviews with XLM-RoBERTa.
Explore Architecture
Frontend & UI2024
3D WebGL Knight's Tour Laboratory
Interactive 3D WebGL laboratory comparing Warnsdorff's heuristic vs. backtracking.
Explore Architecture
AI & Machine Learning2024
Network Intrusion Detection System (NIDS)
ML-driven binary network traffic classification for automated threat detection.
Explore Architecture
Backend & Systems2024 - 2025
Scalable Distributed Vending Fleet
Decoupled Agent-Server architecture for resilient IoT fleet management.
Explore Architecture
AI & Machine Learning2024
Restaurant Reputation Intelligence System
End-to-end NLP sentiment pipeline analyzing customer reviews with XLM-RoBERTa.
Explore Architecture
Frontend & UI2024
3D WebGL Knight's Tour Laboratory
Interactive 3D WebGL laboratory comparing Warnsdorff's heuristic vs. backtracking.
Explore Architecture
AI & Machine Learning2024
Network Intrusion Detection System (NIDS)
ML-driven binary network traffic classification for automated threat detection.
Explore Architecture
AI & Machine Learning2024
Network Intrusion Detection System (NIDS)
ML-driven binary network traffic classification for automated threat detection.
Explore Architecture
Frontend & UI2024
3D WebGL Knight's Tour Laboratory
Interactive 3D WebGL laboratory comparing Warnsdorff's heuristic vs. backtracking.
Explore Architecture
AI & Machine Learning2024
Restaurant Reputation Intelligence System
End-to-end NLP sentiment pipeline analyzing customer reviews with XLM-RoBERTa.
Explore Architecture
Backend & Systems2024 - 2025
Scalable Distributed Vending Fleet
Decoupled Agent-Server architecture for resilient IoT fleet management.
Explore Architecture
AI & Machine Learning2024
Network Intrusion Detection System (NIDS)
ML-driven binary network traffic classification for automated threat detection.
Explore Architecture
Frontend & UI2024
3D WebGL Knight's Tour Laboratory
Interactive 3D WebGL laboratory comparing Warnsdorff's heuristic vs. backtracking.
Explore Architecture
AI & Machine Learning2024
Restaurant Reputation Intelligence System
End-to-end NLP sentiment pipeline analyzing customer reviews with XLM-RoBERTa.
Explore Architecture
Backend & Systems2024 - 2025
Scalable Distributed Vending Fleet
Decoupled Agent-Server architecture for resilient IoT fleet management.
Explore Architecture
Backend & Systems2024 - 2025
Scalable Distributed Vending Fleet
Decoupled Agent-Server architecture for resilient IoT fleet management.
Decoupled Agent-Server fleet topology
< 25ms agent-to-server sync latency
TypeScriptNode.jsDockerWebSocketsREST APIsDistributed Systems
AI & Machine Learning2024
Restaurant Reputation Intelligence System
End-to-end NLP sentiment pipeline analyzing customer reviews with XLM-RoBERTa.
State-of-the-art F1 score on Thai text
Multi-lingual transformer fine-tuning
PythonXLM-RoBERTaPyTorchHugging FaceFastAPIStreamlit
Frontend & UI2024
3D WebGL Knight's Tour Laboratory
Interactive 3D WebGL laboratory comparing Warnsdorff's heuristic vs. backtracking.
60 FPS smooth WebGL render loop
Warnsdorff vs Backtracking comparison
JavaScriptWebGLThree.jsAlgorithms3D PhysicsPerformance Optimization
AI & Machine Learning2024
Network Intrusion Detection System (NIDS)
ML-driven binary network traffic classification for automated threat detection.
99.2% precision on malicious traffic
Automated feature engineering pipeline
PythonScikit-LearnPandasNumPyNetwork SecurityReproducible Pipelines
Career & Education
Milestones & Experience
A chronological narrative of contributions, roles, and engineering impact.
Undergraduate Researcher & Student Assistant
2024 - PresentKing Mongkut's University of Technology Thonburi (KMUTT) • Bangkok, Thailand
- Supported university academic research and department operations under the KMUTT Student Employment Scholarship Program (ทุนจ้างงานนักศึกษา).
- Assisted computer science faculty with laboratory curriculum, automated testing setups, and student technical infrastructure.
- Collaborated with academic peers on distributed algorithms and applied machine learning research prototypes.
PythonTypeScriptLinuxGitApplied ResearchMachine Learning
Lead Systems Architect (Capstone Project)
2024 - 2025Department of Applied Computer Science, KMUTT • Bangkok, Thailand
- Architected a decoupled Agent-Server distributed vending fleet platform with resilient state synchronization.
- Designed low-latency protocol communication between edge IoT vending controllers and central management microservices.
- Engineered real-time telemetry dashboards and automated fault recovery mechanisms.
TypeScriptNode.jsDockerDistributed SystemsWebSocketsREST APIs
Bachelor of Science in Applied Computer Science
2024 - 2028 (Expected)King Mongkut's University of Technology Thonburi (KMUTT) • Bangkok, Thailand
- Cumulative GPAX: 3.50 / 4.00, demonstrating strong academic excellence across theoretical and applied computer science.
- Core coursework: Distributed Systems, Machine Learning, Data Structures & Algorithms, Network Security, Database Systems, and Operating Systems.
- Recipient of KMUTT University Student Work-Study Scholarship (ทุนจ้างงานนักศึกษา).
Data Structures & AlgorithmsMachine LearningDistributed ComputingComputer NetworksDatabase Systems
Initiate Collaboration
Let's build something exceptional.
Whether you have a complex distributed systems challenge, an ambitious web application, or a high-impact engineering role.