Hi, my name is
Ngọc Phát.
And I'm a data scientist (maybe)
and i use arch, btw.
About Me
I am a Computer Science undergraduate at University of Science, Vietnam National University HCM. i use arch btw, as suggested by my friend Ashpex about several years ago. My daily driver is a ThinkPad T14 (R5-4650U, 16GB).
I have a deep interest in computer science, especially the data world. Even though I think data science is fun, digging and planning business ideas from data is pretty tedious, so I’m more comfortable being an engineer. My long term goal is to work in an MLOps-related environment.
Watching anime and playing the guitar are what I often do when I’m not busy with tons of deadlines from my uni. I’m quite into 2.5D musical franchises, such as Love Live!, iDOLM@STER, BanG Dream!, etc. They are something very unique to the Japanese pop culture, in which my favourite character/seiyuu pair is Shibuya Kanon/Date Sayuri from Love Live!.
Besides Vietnamese and English, I can also speak Japanese. Although it’s quite limited, I can understand 60-70% of a typical SOL anime (such as Love Live! Superstar!!) with Japanese subtitles (because my choukai sucks). In the past I also made Viet subtitles for Love Live! PVs, but recently my tight schedule prevented me from further doing so.
Here are some technical tools that I am familiar with:- python, c++
- hadoop, spark
- airflow
- scikit-learn
- keras, pytorch, huggingface
- pandas, numpy
- matplotlib, seaborn
- mongodb
- express.js
- django
Achievements
Experience
Develop scalable web crawlers to scrape Facebook user profiles, posts, and comments for enriching the corporation’s existing user data platform, and building potential customer prediction models for retail campaigns.
Preprocess dirty social networking data into organized tables for further analysis.
C++ and Arduino programming mentor for 1st year club members.
Presentor of “Introduction to Programming I & II” revision seminars (held in 2020 & 2021 repectively) for 1st year Computer Science and Telecommunication students of HCMUS.
Learned lots of useful skills with the most notable ones being LaTeX and presentation.
Education
2019 - 2023
Bachelor of Computer Science
University of Science, HCM
GPA:
8.3 of 10
Related courseworks:
- Mathematics: Calculus, Discrete Math, LinAlg, Statistics
- Data Structures and Algorithms
- Database
- Introduction to OOP
- Introduction to AI
- Introduction to Software Engineering
- Introduction to Big Data
- Introduction to Data Science
- Data Mining and Applications
- Machine Learning
- Data Visualization
- Computational Statistics
Projects
Anime recommender
A simple Flask application for anime recommendation using kNN algorithm, trained on MAL dataset (80M rows).
HonoKanon Classifier
Simple system to classify two look-alike anime characters Shibuya Kanon and Kousaka Honoka.
Base network: MobileNet v2. Accuracy on test set: 91%.
Netaholi
A (university project) prototypical online learning platform where I was responsible for back-end development.
Arduino Calculator
Firmware (C++) to turn an Arduino Uno/Nano into a calculator with support for brackets, sin/cos/tan/sqrt, and solve simple equations. Implemented from scratch by me.
CppSnake
A snake game written in C++ using Unix-specific libraries such as `ncurses` and `argparse`.
Minalinsky
A simple Discord bot implemented in Python, later migrated to NodeJS. This is my largest project before university 3rd year with over 1000 lines of code.
Quản lý lì xì
My React Native beginner project. The funtionality of this app is suggested by its name already.