ML & Computer Vision
Model training, evaluation, and real-time inference pipelines.
Back-end Developer · AI in Action @ VinUniversity
Vũ Thành Lộc
Building reliable systems — from REST APIs to ML pipelines. Transitioning into AI engineering with production experience and research-backed projects.
Hanoi, Vietnam
01 — About
Back-end developer with hands-on experience in RESTful APIs, database design, and production web systems for Japanese and Vietnamese clients. IT graduate from Dai Nam University with award-winning research in AI/IoT and machine learning.
Currently studying AI in Action at VinUniversity — deepening skills in model deployment, cloud infrastructure, and intelligent systems while shipping clean, scalable software.
02 — Essential Skills
APIs & Back-end
RESTful services, business logic, and multi-tenant architectures.
Data & Storage
Schema design, querying, and data pipelines for ML workloads.
DevOps & Deploy
Containerization, CI/CD, and production environment management.
03 — Projects
AI + IoT Smart Fire Warning System
Real-time fire detection combining YOLOv8 computer vision with IoT sensors. Web and mobile apps for monitoring, with continuous alerts via app and email.
Student Academic Status Prediction
ML pipeline to predict IT students' academic status — end-to-end from data collection and preprocessing to model serving via Flask API integrated with Laravel.
04 — Experience
Back-end Developer
Dec 2024 – Dec 2025Built REST APIs, database schemas, and multi-tenant backends across Ohouse, Togismart, NEXS, Toshokan, and Job Portal projects for JP/VN clients.
Intern
Mar 2024 – May 2024TSO · Tinh Vân Software
ITC transport corporation website — requirements analysis and landing page development.
Education
- AI in Action — VinUniversity Currently studying
- B.Sc. Information Technology — Dai Nam University 2021 – 2025
- 1st Prize · School Scientific Research 2023–2024
- Merit Scholarship · Semester 2, 2023
05 — Contact
Open to collaboration, internships, and AI engineering opportunities.