Lê Chơn Minh Đạt

(Be able to relocate)

Date of Birth: 06/05/2001; Ho Chi Minh City, Vietnam, phone: 097*******; email: dat. ad2451@r.postjobfree.com Profile: GitHub,

Google Scholar Profile

SUMMARY

I’m a Flask & QT developer for REST API, flexible web and desktop applications, Front-end knowledge, and practice skills (HTML, CSS, JS).

I’m also a Junior Data Scientist and ready to adapt to changing technical stacks. My data science skills: (Machine Learning, Deep Learning, NLP model & NLP tasks, prompting LLM), and ability to continue updating new image processing and language processing technologies. Love reading and researching.

I have Knowledge in BI, Logistics, SCM, and Industrial Engineering… EMPLOYMENT HISTORY

July 2023 – Sep 2023 Data processing at VinBigData (Coordinator), Ha Noi (remote)

• Labeling audio data.

May 2023 – July 2023 Data Engineer at Myla Al, Ho Chi Minh City

• Pre-processing and post-processing dataset for Fine-tuning Hotel service chatbot LLM. (Crawling data, cleaning data and document tokenizing…). MongoDB aggregation pipeline.

• Analyst trade-off pre-trained models and cost for fine-tuning. Reading and reviewing publications. Jun 2022 – Jan 2023 Software Engineer Intern at First Solar Vietnam Manufacturing, Ho Chi Minh City

• Training manufacturing process, Production, and Business Process of First Solar.

• .NET Application Develop (Winform). PLC Programing & Winform application developed to handle sensor data and automation monitoring data.

• Flask & QT application development (Copy Exactly* System). Integration to Oracle ERP system. Copy Exactly Laser P3: https://github.com/lcmd65/ce_p3.py.

• Documentation Development.

Feb 2022 – Present Manuscript Reviewer at Electronic Letters On Computer Vision And Image Analysis (Q3-Scopus) - Science Journal of University, Barcelona, Ho Chi Minh City

• Peer review of scientific journals in the fields of image processing and computer vision.

• URL: https://elcvia.cvc.uab.es

EDUCATION

2022 – 2024 Master of Industrial Engineering, Ho Chi Minh University of Technology, Ho Chi Minh City

• GPA: 2.8/4

2021 – 2024 Bachelor of Data Science, VNU-HCM, University of Science, Ho Chi Minh City

• GPA: 3.1/4.0 (Full-time)

2019 – 2023 Bachelor of Logistics & SCM, VNU-HCM, Ho Chi Minh University of Technology, Ho Chi Minh City

• GPA: 3.2/4.0 (Full-time).

2016 – 2019 High School, Ben Tre High School for Gifted Students, Ben Tre City

• Specialize in math.

SKILLS

• Machine Learning, Deep Learning (TensorFlow, Torch, Scikit-learn, Scipy …)

• Data Processing (numpy, pandas, nltk, …)

• Time Series Data (Preprocessing, ACF, PACF, Noise processing, Normalize…), forecasting model: MA, Holt, ARIMA,…

• Collaborative Data Science Platforms: Colab, Kaggle

• Ability to use Hugging Face resource.

• Tuning parameter: Optuna

• Web Framework (Flask). Desktop app framework (PyQT6, Pyside6). Qt Creator skills (Qt Quick & Qt widget cross-platform)

• Front-end: JavaScript, HTML & CSS

• Git, VM, Docker, CI/CD Jenkins

• Data modeling, Database Management: MongoDB (Graph, Document), MySQL, PostgreSQL…

• Other Programming Language (C# -Winform/ASP Framework, R, QML (QT Quick))

• Scripting (Batch, Bash, Shell)

• Cloud infra GCP, Azure beginner

Industrial

• Operation Research (Linear Programming, Transportation Programming, Optimization Algorithm)

• Optimization, Evolutionary and Heuristics Algorithm (Genetic, Beam Search, Tabu Search, ...)

Lean Manufacturing, Production Planning, … Knowledge in ERP, CRM.

Have a little knowledge of Revit and Autocad.

Logistics & supply chain in manufacturing.

…

• English: Toeic 640

PUBLICATION

Application of system engineering in the design of solar energy system: A case study

• First author. Publication of ICLIE 2021 (International Conference on Logistics and Industrial Engineering), ISSN 2734-956X(print)

• Solar energy system design and simulation for Tan Uyen Warehouses, the data is provided by the structural measurement team.

• Source: Single-line Diagram; 3D – Revit Simulation; KIW mechanical & architecture force calculation. Covid-19 diagnosis and Clinical symptom expression levels in a deep learning model

• First author. Publication of JIF0 (Jurnal Informatika), Vol 16, No 1 (2022): January 2022, ISSN 1978-0524 (print), 2528-6374 (online)

• VGG-16 CNN model practice based on X-ray data of COVID-19 patients.

• Paper: http://journal.uad.ac.id/index.php/JIFO/article/view/23350. An Automatic Data Tracking System in the Hybrid Embedded System Platform

• First author. Publication of ICLIE 2022 (International Conference on Logistics and Industrial Engineering), ISSN 2734-956X(print)

• Distributed database and streaming data input design for CE system.

• Data source: https://drive.google.com/drive/folders/1ls9Vu0pQFTwi8ZaOKN48wNyqWRN5sLwL?usp=share_link Model-integrated Development of Embedded Data System with Distributed Input Data Station

• First author. Publication of VNUHCM-US CONF 2022. Parsing Metadata from Natural Language: A Case in Embedded Software Development

• Second Author. Publication of International Journal of Computing (IJC) 1 (2023).

• Parsing metadata of input data by relative information fields and natural names of inputs, in data tracking applications. OTHER

Participate in the VinBigData Chest X-ray Abnormalities Detection Challenge (2020): Build a model for predicting the patient’s syndrome. Participate in RMIT Business Analyst 2021:

• https://drive.google.com/drive/folders/1mUFX6NUsIVIVqpm-VCvHOG03LcpMpovG?usp=share_link Participate in the VIASM data science summer school (2023): Data Science & Data Engineering Fundamental School Participate in Data Science Talent Competition FTU & VIASM (2023)

• Optimize automation prompting from embedded datasets to improve the accuracy of generated information.

• https://github.com/lcmd65/ust-support-platform

Participate in the Datathon2023 (Hackathon) – Top 24

• E-commerce app coding. Chatbot integration to the application (data preparation, processing, building & training NER model for text classification)

• https://github.com/lcmd65/ecommerce-app

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