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.

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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

⟨/⟩

ML & Computer Vision

Model training, evaluation, and real-time inference pipelines.

  • Python
  • PyTorch
  • XGBoost
  • LSTM
  • YOLOv8
  • OpenCV
⚡

APIs & Back-end

RESTful services, business logic, and multi-tenant architectures.

  • Laravel
  • FastAPI
  • Flask
  • PHP
  • JavaScript
◎

Data & Storage

Schema design, querying, and data pipelines for ML workloads.

  • MySQL
  • PostgreSQL
  • SQL Server
⬡

DevOps & Deploy

Containerization, CI/CD, and production environment management.

  • Docker
  • GitHub Actions
  • Nginx
  • Linux

03 — Projects

Sep 2023 – Jun 2024 1st Prize · Research

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.

  • YOLOv8
  • OpenCV
  • Python
  • Arduino
  • Flutter
Dec 2024 – Jun 2025 98% Accuracy

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.

  • LSTM
  • XGBoost
  • Flask
  • Laravel
2026 – Present In Progress

LawVerse

A three-layer knowledge graph — external regulations (SBV/Government circulars and decrees), SHB internal policies, and live banking products — modeled down to the Article/Clause/Point level. Automatically flags which products need re-review when an underlying regulation changes, and answers legal questions in Vietnamese with verifiable citations instead of plain document retrieval.

Hybrid BM25 + dense retrieval with cross-encoder reranking; every extracted legal relationship (amends/repeals/replaces/references) is verified before being trusted. Currently modeling 48K+ nodes and 167K+ edges across 757 fully-parsed legal documents.

  • Python
  • FastAPI
  • MongoDB
  • Hybrid RAG
  • React
  • react-force-graph-3d

04 — Experience

Back-end Developer

Dec 2024 – Dec 2025

Bekisoft

Built 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 2024

TSO · 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.

github lokkdev telegram @lokkdev email vulocit1@gmail.com