Showcasing proactive exploration across diverse fields, adaptability in dynamic environments, and a commitment to cultivating a broad, future-ready skill portfolio.
AI Engineer — KMS Technology Fresher Hybrid
Ho Chi Minh City, Vietnam May 2026 – Present
- Contributed to building an AI-powered safety platform that uses edge computer vision to detect restricted-zone and cargo-handling violations in real time, helping prevent workplace incidents.
- Architected a Human-in-the-Loop annotation pipeline to build a 4,000–5,000-frame labeled dataset from port CCTV footage, with human approval on every frame before it enters training.
- Curated representative footage across day, night, and weather conditions, and defined labeling guidelines so experts could hand-label a seed set in CVAT.
- Trained RF-DETR detectors and MMPose pose models in PyTorch on the seed set, then applied them to pre-label new footage, reducing manual annotation effort by 80%.
- Established an iterative retraining loop that feeds reviewer corrections back into the models, raising mAP@50 from 0.60 to 0.92 over 3 rounds.
- Deployed ONNX models to a GPU edge inference engine on live CCTV streams for PPE and hazard-zone alerts, increasing detection accuracy by 12% across multi-scene environments.
Skills: Python, PyTorch, Computer Vision, RF-DETR, MMPose, CVAT, ONNX, Edge Inference, Human-in-the-Loop, Git, Linux
AI Engineer Intern — KMS Technology Internship Hybrid
Ho Chi Minh City, Vietnam January 2026 – May 2026
- Collaborated with AI/ML engineers to research, prototype, and integrate machine learning features into healthcare-related software products.
- Refined existing data science prototypes by applying statistical analysis, model evaluation, and optimization techniques.
- Engineered machine learning models using Python and frameworks such as PyTorch, TensorFlow, and Scikit-learn.
- Investigated U.S. healthcare software trends, including telehealth, remote care, and AI-powered health assistants, to inform product strategy.
Skills: Python, Machine Learning, Deep Learning, Generative AI, Data Analysis, Research
Data Analyst Mentor — MCNA Technology School Contract Remote
Hanoi, Vietnam August 2025 – Present
- Mentored 30+ professionals in Data Analytics and AI, enhancing their analytical skills through practical cases.
- Delivered lectures on BI, RPA, and Machine Learning under MCNA's Big Data & AI curriculum.
- Supported corporate upskilling programs for clients including Viettel, MB Bank, Techcombank, and Toyota.
Skills: BI Tools, RPA, Machine Learning, Communication
Data Analyst Mentee — Mentorship Program with Mr. Le Tan Dat
Ho Chi Minh City, Vietnam May 2025 – Present
- Cultivated expertise in SQL, Python, and Power BI through a structured data analytics mentorship program with hands-on projects.
- Analyzed real-world datasets under mentor supervision, practicing EDA, feature engineering, and visualization.
- Iterated on feedback and applied continuous improvements, strengthening problem-solving approaches and data-driven thinking.
- Synthesized findings into reports and presented to mentor and peers, sharpening technical writing and presentation skills.
- Reference: Le Tan Dat | 0706306961 | dat.lt@mcna.vn | Ho Chi Minh City, Vietnam
Skills: SQL, Python, Power BI, Data Analysis
Project Manager & Data Analyst — Grab Fan Tháng 9 Media Brand Contract Remote
Remote · Ho Chi Minh City, Vietnam September – December 2025
- Spearheaded multi-channel digital campaigns across Facebook, TikTok, and community groups, aligning strategies with engagement-first KPIs.
- Analyzed weekly data from Meta Business Suite to track growth and performance, generating actionable insights for optimization and monetization.
- Formulated and executed a 3-month KPI roadmap boosting Engagement Rate from 1.0% → 1.5%, Reach by +20%, and overall revenue by +100%.
- Partnered with creative teams to refine content strategy, increasing Saves/Shares to 10% of total engagement.
Tools: Meta Business Suite, Facebook Insights, TikTok Analytics, Google Sheets, Power BI
Scholarship Fellow, KMS Back2School Scholarship 2025 — KMS Technology, Inc.
Ho Chi Minh City, Vietnam November 2025
- Selected among top IT undergraduates nationwide for KMS's talent development program offering mentorship, career guidance, and technical workshops.
- Awarded a 5,000,000 VND scholarship recognizing academic excellence, professional potential, and community engagement.
- Engaged in mentorship sessions, technical discussions, and networking events with KMS professionals.
Skills: Career Development, Communication, Networking, Professional Growth, Mentorship, Learning Agility
Data Research Analyst Intern — FresherUp Internship Hybrid
Remote · Ho Chi Minh City, Vietnam September – November 2025
- Analyzed over 10,000 candidate and company records using Python and SQL, generating insights that contributed to a 15% increase in company collaborations.
- Designed and implemented a user feedback system, increasing response rate by 20% and improving satisfaction metrics within 2 months.
- Built analytical dashboards to monitor marketing and outreach campaigns, boosting efficiency by 12% across 3 departments.
Skills: Data Analysis, SQL, Power BI, Python, Google Sheet, AI Prompting
Self-Employed Mathematics Tutor
Khanh Hoa Province, Vietnam June – August 2024
- Instructed students in key mathematical concepts including algebra, geometry, and arithmetic, cultivating their problem-solving abilities.
- Assessed student progress and adapted teaching strategies to maximize individual learning outcomes.
Skills: Mathematics Instruction, Student Mentorship, Personalized Learning
Data Science & Machine Learning Trainee — AI Club of UIT – VNUHCM
Ho Chi Minh City, Vietnam October 2023 – May 2024
- Completed intensive ML and Python training, applying advanced techniques to real-world AI challenges.
- Trained and optimized models using GPU servers, improving validation accuracy by 10–15%.
- Collaborated in the AI City Challenge 2024 (Track 4: Fisheye Object Detection), ranking Top 50 among 500+ global teams.
Skills: Python, TensorFlow, PyTorch, Data Preprocessing