Nguyễn Khoa Tân Tiến

AI Engineer

Innovative AI Engineer with 1+ year of experience in Data Science, Machine Learning, and Deep Learning in business and school. It includes working on Machine Learning, Deep Learning projects at school, researching Computer Vision and Bioinformatics, and executing tasks in Data Analysis, Data Mining, Data Science, Computer Vision, and NLP while working at a real estate firm. Ho Chi Minh City, Vietnam

advtfw@r.postjobfree.com

097*******

Education

2019 - 2023

University of Science - VNUHCM

Bachelor's degree, Mathematics and Computer Science Work Experience

Data Scientist Intern - Hung Thinh Corporation

August 2022 - February 2023

Collect data with website crawl methods; build data pipelines for ETL with direct load from PostgreSQL through pgAdmin4, process, filter and transfer data. Build regression and prediction models on real estate prices using Machine Learning frameworks. Use Docker, Amazon S3, FastAPI, and ReactJs to deploy projects. Research new technologies for the real estate industry, including NLP, and Computer Vision tasks. Projects

Antibiotic Resistance Research using Deep Learning and Data Mining Approaches

Analysis of the bacteria population observed through fluorescence microscopy by Deep Learning and Data Mining to explore antibiotic resistance and prevent it. Role details:

Collaborate with the University of Oxford's Ph.D students. y

Look for and read project-related literature and scientific papers. Manage data labeling team.

Process images, build the Variational Autoencoders model by TensorFlow, Keras. Implement Data Mining on new sample data from the Variational Autoencoders model. 3D Reconstruction from Real Estate 2D Image.

Use Computer Vision and Deep Learning methods to reconstruct 2D images of apartments or houses to 3D view for a state-of-the-art observation of the real estate industry. Role details:

Do it when working for Hung Thinh Corporation.

Look for and read project-related literature and scientific papers. Apply 3D reconstruction open sources for real estate image data of the company. Apartment Pricing Model API

Work with the amount of data about apartment listings on websites batdongsan.com, nhatot.com, chotot.com, muabannhadat.vn, 123nhadat.vn to manage, extract, transfer and build models to predict the price of apartments. Then implement the model with frameworks for containing, backend and frontend.

Role details:

Do it when working for Hung Thinh Corporation.

Look for and read project-related literature and scientific papers. PostgreSQL, pgAdmin to manage and load data. Python (Pandas, Numpy, Scipy, Selenium, etc.) programming to collect, extract and transfer data. Scikit-learn for RandomForestRegressor. In the implementation stage, I used the frameworks Docker, AWS, FastAPI and ReactJS for containing, backend and frontend.

Time series analysis

Use clustering and multi-dimensional analysis to identify human motion primitive activities measured by accelerometer readings.

Role details:

Do it when studying at university.

Dimensionality reduction with PCA, t-SNE, Autoencoders. Convert data from a time domain to a frequency domain by Fast Fourier Transform. Clustering with K-means Clustering.

Skills

Programming Skills

Python, C++, R, Javascript

Data Skills

Data Science, Data Analysis, Data Mining, Data

Visualization, Pandas, Numpy, SciPy, Matplotlib,

Searborn, Plotly, Selenium, Requests, Pillow

Machine Learning Skills

Machine Learning, Deep Learning,

Computer Vision, NLP, Scikit-Learn,

TensorFlow, Keras, PyTorch, OpenCV

Technologies

SQL, PostgreSQL, pgAdmin, Docker, AWS S3 Bucket,

FastAPI, ReacJS, Git, GitHub, GitLab, Power BI, Linux, Command Line

Other Specialized Skills

Probability and Statistics, Linear Algebra,

Discrete Mathematics, Bioinformatics, Time

Series Analysis

Personal Skills

Critical thinking, problem-solving, creativity,

communication skills, teamwork

Languages

B1 English

Interests

Football

Guitar

ests

Music

Travel

References

Mr. Nguyen Tan Trung

Title: Deputy General Manager of Data

First - Hung Thinh Corporation

Add: 191 Nam Ky Khoi Nghia, Vo Thi Sau, District 3 Email: advtfw@r.postjobfree.com

Mr. Nguyen Thanh Binh

Title: Associate Professor, University of

Science - VNUHCM

Add: 227 Nguyen Van Cu, Ward 4, District 5

Email: advtfw@r.postjobfree.com

Contact this candidate