Open to opportunities

Jakkrit Rangngoen

@jakkritrangngoen

Message

I build AI-driven threat detection pipelines using RAG, Google Gemini, and Azure.

Thailand

Message

What I'm looking for

I'm looking to build scalable, data-driven AI and security solutions using machine learning, statistical analysis, cloud platforms, and automated data pipelines.

I built an AI-powered threat detection and data analysis pipeline that achieved 95.00% recall for anomalous pattern detection across Windows and Linux telemetry.

I designed and deployed automated ingestion and sandbox workflows on Microsoft Azure, using n8n to orchestrate end-to-end telemetry processing. I integrated the Google Gemini API with Retrieval-Augmented Generation to analyze high-dimensional telemetry and classify complex behavioral patterns.

During my internship at National Telecom Public Company Limited, I configured Wi-Fi 6 access points and enterprise routers, installed structured CAT6 cabling and CCTV systems, and supported network troubleshooting and maintenance.

I'm completing a Computer Engineering degree and have presented research on AI-driven malware analysis at ITSD 2026. I bring foundations in data structures, algorithms, AI, databases, computer networks, anomaly detection, and automated data workflows.

Experience

Work history, roles, and key accomplishments

Network Infrastructure Intern

National Telecom Public Company Limited

Apr 2025 - May 2025 (1 month)

Configured and deployed Wi-Fi 6 access points and enterprise routers to optimize network connectivity. Performed structured cabling, hardware installations, and proactive network troubleshooting.

Enterprise Networking CCTV Network Troubleshooting Hardware installation

Education

Degrees, certifications, and relevant coursework

Nakhon Phanom University

Bachelor of Engineering, Computer Engineering

2022 -

Pursuing a Bachelor of Engineering in Computer Engineering with coursework in Data Structures, Algorithms, Artificial Intelligence, and Database Management Systems.