Bridging the gap between Cybersecurity and Artificial Intelligence.
I am transitioning from a highly analytical background in Managed Detection and Response (MDR) to AI Engineering. My passion lies in leveraging Machine Learning, Computer Vision, and NLP to build intelligent defensive systems and solve complex data challenges.
Active participant across 8 distinct AI domains, focusing on end-to-end data processing, model training, and application.
| Project Domain | Description | Achievement / Rank |
|---|---|---|
| 🫀 Healthcare Predictive Modeling | Developed machine learning models to accurately predict cardiovascular disease risks. | 🥈 2nd / 378 |
| 📄 Thai Election OCR | Built data extraction pipelines to digitize scanned Thai general election result documents. | 270 / 571 |
| 🧠 FahMai RAG Challenge | Implemented Retrieval-Augmented Generation (RAG) pipelines to enhance Large Language Model responses. | 337 / 660 |
| 📊 Data Storytelling | End-to-end analysis and visualization of Domestic Violence Incidents in Thailand. | Completed |
| 🔠 Thai Word Segmentation | Applied NLP techniques to tokenize and segment complex Thai language structures. | 105 / 353 |
| 🖼️ Image Captioning (Thai) | Utilized Computer Vision and NLP to generate descriptive Thai captions for images. | 92 / 187 |
| 🏠 House Recognition | Trained Vision models to classify and recognize architectural structures and housing features. | 236 / 387 |
| 💤 Sleep Stage Classification | Analyzed physiological time-series data to classify human sleep stages. | 219 / 303 |
Before diving into AI, I honed my analytical thinking in the trenches of Cybersecurity:
- Cybersecurity Engineer (MDR): Triaged high-volume alerts, developed incident response playbooks, and hunted threats using Splunk and ELK Stack.
- Cybersecurity Intern (Purple Team): Investigated critical vulnerabilities (e.g., SSRF-to-RCE) and analyzed complex web attack logs.
- Top 1% on TryHackMe: Completed over 210+ hands-on labs in SOC and threat detection scenarios.
- AWS Certified Cloud Practitioner (AWS re/Start Program)
- Google Professional Certifications: Crash Course on Python & Using Python to Interact with the OS
- CompTIA CySA+ & PenTest+