Linh Bui

Technical skills

Machine Learning
LLM LLM
Computer Vision Computer Vision
Vision Transformers Vision Transformers
Python Python
TensorFlow TensorFlow
PyTorch PyTorch
Web Development
React React
PostgreSQL PostgreSQL
Node.js Node.js
FastAPI FastAPI
Vercel Vercel
Cloud
AWS AWS
Google Cloud Google Cloud
Docker Docker
Terraform Terraform

Experience

Machine Learning Engineer @ 6sense Innovations

Apr 2022 – Present, Helsinki, Finland

  • Took full ownership of the machine learning and algorithmic development of the product.
  • Planned updates and monitored performance in production environments of 24/7 continuous vehicle detection across 18 sites.
  • Integrated OpenAI GPT-4–based AI agents for automated parking assistance and system insights.
  • Developed and deployed ML pipelines (data preprocessing → model training → deployment) using AWS S3, EC2, Greengrass, and Docker.
  • Built tracking solution for autonomous retail stores with 40+ cameras.

Software Developer @ Amped Software

Jul 2021 – Mar 2022, Trieste, Italy

  • Developed deepfake detection solution using deep learning
  • Integrated ML models into digital forensics tools.
  • Published research in Journal of Imaging (2022).

Machine Learning Intern @ Amped Software

Oct 2020 – Jun 2021

  • Enhanced CGAN-based face forgery detection for deepfake defense applications.
  • Applied transfer learning to improve deepfake detection across video datasets.

Commercial Operations Intern @ GE Healthcare

Mar 2019 – Sep 2019, Ho Chi Minh, Vietnam

  • Managed and analyzed internal databases to streamline commercial processes.

Visiting Student Researcher @ Kyushu University

Jan 2019 – Mar 2019, Fukuoka, Japan

  • Researched EEG-NIRS signal fusion for early diagnosis of psychological illness.
  • Funded by JASSO scholarship, focused on multimodal signal analysis.

Student Researcher @ National Key Lab of Digital Control & Systems Engineering

Jun 2017 – Aug 2019, Ho Chi Minh, Vietnam

  • Worked on a city-funded project for tympanic membrane segmentation in endoscopic data.
  • Applied image processing and CV techniques to medical imaging datasets.

Education

Master of ICT for Internet and Multimedia, University of Padova

2019 – 2021, Padova, Italy

  • Graduated with honors, GPA: 110 e Lode (5/5)
  • Thesis: Transfer learning strategies for deepfake detection
  • Fully funded by Padova Excellence Scholarship

Bachelor of Biomedical Engineering, Ho Chi Minh University of Technology

2015 – 2019, Ho Chi Minh, Vietnam

  • GPA: 8.28/10, Thesis score: 10/10
  • Scholarships: AmCham 2018, Sunflower 2018, Kansen SS 2019
  • Gold medalist at the 5th DFA (Design – Fabrication – Application) competition

Exchange Student, Nanyang Polytechnic

2018, Singapore

Participant, World Youth Forum

2020, Egypt

Certificates & Training

AWS Certified Cloud Practitioner (CLF-C01)

Issued 2021

Machine Learning Engineering for Production (MLOps) Specialization

Completed 2022

Machine Learning with TensorFlow on Google Cloud Platform

Completed

Women in AI Mentorship Program (Finland)

6-month 1:1 mentorship with AWS Senior Solutions Architect