Engineering Intern Data

**/**** - ******* *** ********** of Engineering and Technology

Major: Computer Science

GPA: 3.65/4

**/**** - **/**** *** joint stock company

AI intern

Main responsibilities:

- Learn basic Machine Learning Algorithms.

- Clean the text data for the training of OCR model (python, regular expression)

- Research and run YOLOv2 and YOLOv3 model with custom data 09/2021 - 07/2022 Vingroup Big Data Institute

AI Engineering intern

- Learn the technique in CV and NLP.

- Train sumBert model to summarize text and news in Vietnamese into a small number of sentences. (streamlit, transfer learning, crawling web data using Scrapy)

- Study about Variant, Structure Variant in Bioinformatics.

- Run and compare various Variant Analysis tool's results

- Take part in the development of a prediction pipeline to help predict the risk of people having Gout given their genes. (cleaning data, python, shell script, parser, sklearn)

Campsite Website.

Tech stack: Bootstrap, mongoDB, express

- Creating a website for users to post a location for camping so others can see, rating and comment about this location.

- The website support login/logout and uses Map API to visualize the location on the map. Credit Default Risk

Tech stack: EDA, ensemble model, Oversampling, Pandas, Cross validation Trần Quốc Khánh

Date of birth Sep 02, 2000

Gender Male

Phone 035*******

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

Address Nam Tu Liem, Hanoi, Vietnam

Website

EDUCATION

WORK EXPERIENCE

MINI PROJECT

https://www.facebook.com/khanhk27

- Using the history transaction and additional data about the customer to predict their default risk (they can pay back the loan in time or not).

- Achive the AUC score about 0.78

Plant Pathology

Tech stack: Python, EffNet, Image augmentation (affine, crop, add noise), Tuning (grid search, learning rate)

- Detect apple diseases from leaf images taken at different maturity stages and at different times of day under different focal camera settings.

2017 Bronze medal in information contest in the Northern Coast and Delta competition.

English Can listen and read documents in English well. Program language Python, C++, java, JavaScript

Framework and other skills Pytorch, Sklearn, Linux, Shell Script, Git Database MySQL, MongoDB

HONORS & AWARDS

SKILLS

INTERESTS

I like tabletennis, badminton, listen to music and read comic.

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