Machine Learning Data

SUMMARY

Passionate machine learning professional and data-driven analyst with the ability to apply ML techniques and leverage algorithms to solve real-world problems.

KEY SKILLS

• ML Algorithms

• Data Visualization

• Data Mining

• Advanced math

• Data structure and algorithms

• Deep learning models

Skill

Tools: Python, PostgreSQL, MongoDB

Packages: Scikit-Learn, NumPy, SciPy, Pandas,, Matplotlib,, Jupyter Notebook Statistics/Machine Learning: Basic statistical knowledge, Regression, Clustering, Graph Theory, Regularisations, Computer vision: Traditional algorithm( Blob, SIFT, HOG,..), deploy ML/DL techniques Project

OCR Nom -

Summary: Apply contrastive learning methods (Simsam, SimCLR) to and add artificial characters with applied distortion model with a large dataset of Chinese characters to enhance the accuracy after finetuning. Detect bounding box using finetuned - HRnet. Handwritten-Math-Recognition -

Summary: Pattern generation strategies that generate shape and structural variations to improve the performance of recognition systems. Convolutional Neural Network and attention-based encoder-decoder. Skin cancer annotation with digital histology images by sefl- supervised learning

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Summary: To reduce the work of annotation, this project survey and applied different contrastive and non contrastive methods and proposed a new loss that could enhance the performance with the particular dataset. In addition, the project try to reach the SOTA result ( the paper of SOTA use supervised learning technique) with the larger scale of pretrained dataset. EDUCATION

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VNUHCM - University of Science

Major: Computer Science

CERTIFICATIONS

+84-979******

*******@****.*****.***.**

https://www.linkedin.com/in/bao-gia-

35074b199/

https://github.com/CuzzImBatman

Le Gia Bao

Machine Learning research, engineer

Feb '22 Apr '22

Feb '21 Mar '21

Jul '21 Sep '21

Apr '19 Nov '23

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Course Modules:

Basics of Python Pandas for importing data and pre-processing Numpy for Statistical Analysis Matplotlib for Data Visualization Basics of R Statistics and Optimization Supervised Vs Unsupervised Learning GPA: 3.28/4.0

Machine Learning Certification Coursera May '19 - Jul '19 Python Certification Training Coursera Jan '18 - Mar '18 Third prize in Vietnamese National Olympiad in Informatics Bronze Medal in HSGS Olympiad in Informatics for gifted students ADDITIONAL INFORMATION

Golden Medal in 10/3 Olympiad in Informatics for student in Daklak Languages: English (Fluent) and Vietnamese(Native)

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