Education
City University of Hong Kong
Hong Kong
Bachelor of Science in Data and Systems Engineering
Sep 2023 – Jun 2027 (Expected)- Awarded a Full Tuition Scholarship and Diversity Grant for international students valued at over HKD 175,000 per year over four years.
- Awarded the Bank of China (Hong Kong) Student Internship Scholarship (HKD 10,000).
- Relevant Coursework: Machine Learning, Database Systems, Statistics, Operations Research, Financial Engineering and Analytics, Financial Data Analytics for Investment, Engineering Economics, Systems Modeling and Simulation.
Nawamintharachinuthit Triamudomsuksanomklao School
Bangkok, Thailand
High School in Mathematics and Science Program
Jul 2020 – Mar 2023Work Experience
Hong Kong Productivity Council (HKPC)
Hong Kong
Part-time Intern, Generative AI & Digital Innovation – Green Living and Innovation Division
Sep 2026 – Present- Design an LLM pipeline that splits application PDFs into sections and assesses each against approval criteria, supporting a public-sector client's compliance-screening and approval workflow.
- Benchmark open-source PDF-to-Markdown parsers (Docling, Marker, MarkItDown, PyMuPDF4LLM) on speed, accuracy, memory use and output structure to select the document-conversion layer for the pipeline.
Hong Kong Productivity Council (HKPC)
Hong Kong
Summer Intern – Digital Trust and AI Transformation Division
Jun – Aug 2026- Built the trilingual knowledge base for a voice-assistant chatbot on a Unitree G1 humanoid robot, structuring 15 Hong Kong industrial-support and safety guideline documents into 1,583 searchable chunks (937 English, 323 Traditional Chinese and 323 Simplified Chinese).
- Implemented BM25 full-text retrieval in SQLite with English stopword filtering and 3-character n-gram query decomposition for Chinese, returning results in 0.4 ms median against a 200 ms latency budget.
- Engineered a FastAPI service returning search results as JSON with query, language and score parameters, and tested latency and accuracy with Qwen/Ollama LLMs on NVIDIA Jetson hardware alongside interns and supervisors across departments.
- Designed and prototyped an end-to-end AI training pipeline on data governance and AI usage, from curriculum design to AI-generated slides, quizzes and a website.
- Set up a collaborative review-and-approval workflow for training materials with version control via Obsidian and GitHub.
- Trained and evaluated an OpenCV defect-detection model with a team on 100+ images of logo-printing flaws, prototyping quality checks for a garment manufacturer.
Mindplus AI Limited
Hong Kong
Data-driven Business Analyst Intern (AI / Medical Imaging)
Jun – Aug 2025- Profiled 15 medical-AI competitors and 62 prospective clients through market research, building Excel benchmarks that management used for client shortlisting and pricing decisions.
- Preprocessed and cleaned 10,000+ retinal OCT and fundus images from patients with diabetic retinopathy, AMD and glaucoma (noise reduction, contrast enhancement, normalization), using a deep-learning model in Python to remove low-quality outliers.
- Performed exploratory data analysis (EDA) on annotated imaging records to identify key retinal lesion and vascular patterns.
- Engineered features and tested ML models (Computer Vision + NLP) for medical predictive analytics, improving accuracy by 10–15%.
Wubuntu Limited
Remote, South Africa
Data Analyst Intern
Jun – Aug 2025- Conducted comprehensive data collection across surveys, databases, and public datasets to support research initiatives.
- Automated data cleaning and preprocessing tasks using Pandas and NumPy, driving a 20–30% efficiency improvement.
- Engineered interactive data visualization dashboards using Tableau and Power BI for stakeholder reporting.
Bella & Bona GmbH
Munich, Germany
Data Analyst & Business Operations Intern
Jun – Aug 2024- Developed a Python tool consolidating 1,000+ financial transactions into categorized monthly cost reports, flagging anomalies in 5% of transactions for review.
- Analyzed food-preference and pricing trends by period in Python and Tableau, guiding the team to cut orders of unpopular ingredients and raise prices on popular dishes.
- Led LinkedIn outreach to 100+ potential partners and sponsors, generating 20 meetings toward a €3M fundraising goal.
Extracurricular Activities
Thai Students' Association of City University of Hong Kong
Hong Kong
Cultural Vice President
Sep 2026 – Present- Shape how Thai culture is showcased at the association's annual cultural events.
Student Residence Office, City University of Hong Kong
Hong Kong
Senior Residence Tutor
Jul 2025 – Present- Support 320+ residents across 15 floors through mentoring, events and conflict resolution.
Department of Data Science, City University of Hong Kong
Hong Kong
Student Mentor & Ambassador
Sep 2024 – Jun 2026
Hong Kong Techathon 2024 Competition
Hong Kong
Finalist (Top 8 of 92 Teams) | Research & Development and Project Advisor
Dec 2023 – Jan 2024- Designed and pitched a 3D virtual try-on business proposal to help apparel brands boost engagement and reduce costs.
Thai Students' Association of City University of Hong Kong
Hong Kong
Events Director
Sep 2023 – Jul 2024- Coordinated events for 500+ participants across the year and supported incoming freshmen with onboarding.
Languages, Skills & Interests
LanguagesThai (Native) | English (Professional) | Cantonese & Mandarin (Conversational)
ProgrammingPython (Pandas, NumPy, scikit-learn, Matplotlib, Seaborn), SQL, R, C++, VBA
AI & DataLLM Pipelines, Retrieval-Augmented Generation (RAG), Prompt Engineering, BM25 Search (SQLite), FastAPI, PDF Parsing, OpenCV
AI ToolsClaude, Gemini, Microsoft Copilot, Ollama
Data & BIMicrosoft Excel, Power BI, Tableau, Git & GitHub, Obsidian
HobbiesGolf, Badminton, Table Tennis, Hiking, Classical Music