Quang Huy Bui Email & Phone Number

London, Gb

Hanoi, Hanoi, Vietnam

• Engineered ultra-low latency machine learning models for high-traffic search and advertisement platforms with 30+ million daily active users• Developed and managed MLOps pipelines, optimising machine learning workflows and deployment strategies across cloud infrastructure• Deployed advanced language models on scalable cloud services, ensuring high performance and minimal latency for real-time user interactions• Conducted sophisticated user behaviour analysis through deep search query interpretation and predictive modelling• Support end-to-end machine learning solution development, from model design and training to production deployment and monitoring

United States

• Developed ETL pipelines using Spark and Hadoop & implemented microservices architectures in Python and Java which scale systems availability up to 137% averagely.• Performed data analytics & manipulation with Python (Pandas, NumPy, SciPy), build Machine Learning and Deep Learning models with (SkLearn, PyTorch & TensorFlow).• Initialised, managed & interacted with large SQL & No-SQL databases (MySQL, PostgreSQL & MongoDB), caching databases (Redis) to secure data safety & transformation.

Hanoi, Hanoi, Vietnam

• Developed and enhanced server-side functionalities for Line Fortune, which impact over 500,000 users.• Improved application logic and recommending system with ML & DL models (regressions, ensembles & ANN) results as 168% improvement in service sales across multiple platforms.• Evaluated model performance with A/B & Multivariate testing, serve & scale Model-As-API.• Utilised Python (Flask) & Java (SpringBoot) to initialise and update business logics, build cross-microservice’s communication using RabbitMQ & Kafka.• Implemented short-circuit pattern, improved system resilience & fault tolerance utilising Netflix Hystrix.

Hanoi, Hanoi, Vietnam

• Managed Machine Learning workflow (MLOps) to ensure best practice and operation flow with MLFlow and AirFlow for 3 founding projects and 6 transforming projects.• Developed, deployed 18 data visualisation dashboards with J3DS, Tableau, PowerBI which support insight delivering process of 39 analysts.• Managed & supervised software development, utilising CI/CD workflows (Docker, Kubernetes), monitored with Graphana and version control flow (Git, SVN), prevented critical deployment issues of 9 developing projects.

Hanoi, Hanoi, Vietnam

• Collaborate with international teams, enhancing communication and project management through effective Agile Scrum practices.• Develop data pipelines with Sparks, Hadoop and microservices with Python and Java which communicates by REST API, WebSocket messages queues (RabbitMQ) or event streaming (Apache Kafka).• Work with SQL databases (MySQL, PostgreSQL), No-SQL (MongoDB) and caching database (Redis) using ORMs such as SpringORM, Hibernate, SQLAlchemy.• Oversaw software deployment, utilising CI/CD tools (Jenkins, Docker, Kubernetes) and version control systems (Git, SVN) to ensure efficient and reliable releases.

Vietnam

• Participate in the full-stack development of a custom software product for a Japanese market, from conception to deployment.• Employ Agile methodologies for rapid iteration and responsive client engagement.• Implement server-side functions in Java (SpringBoot) and handle SQL (MySQL & PostgreSQL) database initialisation and activities.• Manage cloud deployments and CI/CD pipelines, ensuring scalability and reliability.

Master Of Science - Ms, Data Science, 1St Class - 3.13/4

• Engaged in hands-on development of machine learning models, employing techniques like Random Forest, XGBoost, and AdaBoost.

Bachelor Of Engineering - Be, Engineering, 1St Class - 3.33/4

• Good performance in calculus, algebra & linear algebra, probability & statistics • Graduated with Distinction