Machine Learning Ml Engineer

Programming Pogramming Language: Python.

Frameworks: Tensorflow, Pytorch.

Libraries: Scikit-learn, Scipy, Pandas, Polars, Matplotlib, Numpy Architectures: Transformers, Sequences, Convolution Language Advance: English

Intermediate: German

NGO XUAN MINH

Date of birth 24/08/1998

Gender Male

Phone +843********

Email *************@*****.***

Address Ho Chi Minh, Vietnam

Website

OBJECTIVES

Short-term objective: to become a good AI/ML engineer, who have strong knowledge and skills to generate much value for team/customers.

Long-term objective: to become an expert with deep insights in both tech and business, knowing how to deliever solutions that make huge impacts.

SKILLS AND TECHNIQUES

PROJECTS

1. Credit Risk Model - a project to predict which clients are more likely to default on their loans. Overview: This is oringinally a competition on Kaggle in 2024, with an imbalanced dataset (pros/neg=3,25%) contraining 464 features to predict a binary target. Result: Better than the first place on the leaderboard (late submission), there are 3,858 teams. Skills gained: Know how to deal with large dataset, optimizing memory and how to work with virtual machines. Source code:

2. Cerebral stroke prediction - a project to predict which person is likely to have cerebral stroke. Overview: The dataset is from Kaggle, with an imbalanced dataset of 43,400 observations containing 10 basic features of patients to predict how likely a person will have stroke. Result: Just with 10 quite simple features, the model can perform quite well with g_mean of 73.25% . Skills gained: Understand and know how to perform a machine learning project piepline. Source code:

https://www.linkedin.com/in/ngo-xuan-minh-

1089a21a3/

https://github.com/minh-ngo-00/credit-risk

https://github.com/minh-ngo-00/celebral-stroke

Mar 2020 - June 2021 Abbott

Assistant to Rural Channel Development Manager

- Carried out data analysis as requested by the manager.

- Developed and deliver tools to track the penetration of strategic products.

- Planed and executed operation activities for on-going and new projects. May 2023 - Mar 2024 SHB - German Center

Tutor german A1, A2, B1

- Supported teachers in delivering supplementary content not covered in the main class.

- Cultivated environments where students can enhance their speaking skills in the most enjoyable manner.

- Aided students in addressing questions or resolving issues they encounter during the main class.

2016 - 2020 UNIVERSITY OF ECONOMICS HO CHI MINH CITY Corporate Finance

GPA: 8.1/10

02/2022 - 11/2022 GOETHE

German

06/2024 - 05/2025 FUNIX

Machine Learning

2025 DeepLearning.AI: Deep learning specialization 2024 DeepLearning.AI: Machine learning in production 2024 DeepLearning.AI: Machine Learning specialization 2023 Goethe B2 German Certificate

Mentor Nguyen Huy Thanh (Mr.)

Senior Data Scientist

Tel: 092*******

Email: *******@******.***

WORKING EXPERIENCE

EDUCATION

CERTIFICATIONS

REFERENCES

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