Machine Learning Computer Vision
Resume:
Ngô Nguyễn Hoàng Phi
AI Engineer
*************@*****.***
Binh Tan District, TPHCM
Career Objective
Short term, Successfully complete an internship as an AI Engineer, Computer Vision Engineer, Data Scienctist and gain hands-on experience in machine learning and AI model deployment. Master a key AI framework (e.g., Pytorch), improve proficiency in data preprocessing and model evaluation techniques, and stay updated with the latest trends in AI research. Long term, Aim for higher positions such as Senior AI Engineer, Computer Vision Engineer, Data Scientist. Take on leadership responsibilities, drive the strategic direction of AI initiatives, and contribute to key decision-making processes within the organization.
Work Experiences
Cloud Nine Solutions
Company
06/2024 - 08/2024
AI ENGINEER INTERNSHIP
Supported leadership in developing data augmentation techniques for improving Japanese OCR (Optical Character Recognition) accuracy. Contributed to Computer Vision model classification efforts for integration into a facial recognition system for identity verification.
PROJECT
Application of Machine
Learning Models to Predict
University Entrance Scores for
2025 and Design a
Recommendation System for
Suggested Universities Based
on Chosen Majors
11/2024 - Present
Số lượng người tham gia 4
ROLE AI RESEARCHER
As part of this scientific research project, I led the AI research efforts to develop the core machine learning model for predicting university entrance scores for 2025. Working under the guidance of the head of the Information Technology Faculty, I crawl data on Vietnam's university. I focused on building and optimizing predictive models, leveraging data-driven insights to recommend suitable universities for students based on their chosen majors. TECHNIQUE
Python, HTML, CSS, Javascript, NodeJs, PostgreSQL. tool: Git, Github
Churn Rate Of Customers In
Banking Prediction
06/2024 - 07/2024
Số lượng người tham gia
2
Role Researcher
Performed data preprocessing and feature engineering to optimize model performance. Addressed class imbalance issues in banking datasets to improve predictive accuracy and ensure reliable outcomes.
Link github: https://github.com/thanhthao2004/Churn_prediction Technique
Python
Libraries: Scikit-learn, Pandas, Matplotlib, Seaborn, Numpy tool: Power Bi
Sentiment Movie Analyst
05/2024 - 05/2024
Role Researcher
Worked on an NLP project using RNN (Recurrent Neural Network) architecture to classify movie reviews into positive and negative sentiment. Số lượng người tham gia
1
Balanced the dataset to address class imbalance and achieved 88% accuracy on both the test and validation sets.
Link github: https://github.com/phinguyen03/Natural-Language-Processing Technique
Python
Library: Pytorch, Scikit-learn, Pandas
Customer Segmentation
03/2024 - 03/2024
Số lượng người tham gia
1
Role Researcher
Project: Unsupervised Learning using K-Means Clustering Applied K-Means clustering to group data points based on their similarity, using the distance to centroids to define clusters.
Link github: https://github.com/phinguyen03/DS-ML- Project/blob/main/Customer_Segmentation.ipynb
Technique
Python
Libraries: Scikit-learn, Pandas, Matplotlib
Education
2021 - 2025
AIoT - Internet of things and Applied Artificial Intelligence Industrial University of Ho Chi Minh city
Awarded a 70% scholarship for outstanding academic performance during the 2022-2023 academic year.
07/2023 - 01/2024
DATA SCIENCE
MCI Technology Academy
Educational Process and Certificate Achievements. Studied extensive knowledge in AI and Data Science.
09/2022 - 12/2022
INTRODUCTION TO PYTHON PROGRAMING
IMIC Technology
Gained proficiency in Python programming.
Certifications
02/2024
Intro to Machine Learning - Kaggle
12/2023
Math & Statístics for Data Science - MCI Vietnam
SKILLS
Python
Two years of experience in Python, with strong proficiency in machine learning, deep learning algorithms.
Libraries: OpenCV, Numpy, Pandas, Matplotlib, Seaborn, Scikit-learn, Pytorch, Fastapi.
Database
Over one year of experience in SQL databases, with strong skills in data querying and analysis.
Can implement HTTP POST and GET protocols for data transmission and retrieval in MongoDB by Fastapi.
Others
Git/Github
Language
Good English with 4 skills
Activities
10/2024 - Present
IS - Intelligent System Lab - IUH of HCM city
AI Researcher
Researched and integrated AI/ML models into web
applications.
09/2024 - 11/2024
11/2023
Python Foundation in Data Analytícs - MCI Vietnam
03/2023
Robot Arena - Industrial University of Ho Chi Minh city 12/2022
Introduction to Programming Using Python - IMIC
Technology
Interests
Coding
Study English
Listen to music
UIT DATA SCIENCE CHALLENGE
Competitor
Built and fine-tuned AI models for detecting sarcasm in multimedia content on social media.
07/2024 - 10/2024
AI Club - Problem Based Learning
Research Assistant
Worked on data analysis and machine learning tasks. 04/2024 - 10/2024
INSYS - Intelligent System Lab - IUH of HO CHI MINH CITY Research Assistant
Conducted research in Natural Language Processing (NLP) for intelligent systems in collaboration with the Department of Electronics Technology.
© topcv.vn
Contact this candidate