Mia Pham - Personal Page

Experience

Work experience

Data Science Engineer

Nov 2021 - Present

Research on machine learning methodologies to build models focused on identifying user interactions in the user interface on television for recommendations using PyTorch, YOLOv5, and ONNX.
Lecturing Fresher Data Science Courses (15 students per class) Including: SQL For Data Science Course, Scala Programming, Fundamentals of Apache Hadoop and Apache Spark.

Data Science Engineer

Mar 2020 - Nov 2021

Build machine learning models utilizing telecom and digital transactional data for credit scoring using LightGBM and K-Folds.
Lead 4-member team to build a Centralized Operating System that collects and analyzes data from Hadoop Distributed File Systems (HDFS), in which capable of processing real-time data.
Design and implement data flow architecture practically working on highly constrained systems using Pentaho, Apache Spark, Apache Kafka, Apache Airflow, and Hadoop.

Project Manager - FPT University, Capstone Project

Sep 2019 - Feb 2020

The project based on the domains of WebRTC and SNRS (social network-based recommendation sys- tem), enhancing user recommendation engine by enriching the user rating matrix with the transitive associations among users.
Lead a team of 5 members to successfully deliver the project and achieve Excellent Capstone Project Reward at the FPT Univerity 2019-2020

Java Backend Developer

Jun 2018 - Sep 2019

Provide technical solutions for optimizing system architecture that balanced the need to reduce redundancy with performance requirements.
In charge of redesigning and delivering optimal Database Architecture.

This website showcases my research interest, past and current work, and experiences.