Phạm Trần Gia Phú

Phone: 096******* / Email: ad3z0p@r.postjobfree.com

LinkedIn: https://www.linkedin.com/in/phamtrangiaphu/ Github: https://github.com/giaphupham

SUMMARY

I'm an Information Technology student at VNUHCM - University of Science. I have learned about Data Science, Machine Learning, and Deep Learning. I also have knowledge of OOP, Parallel Programming, Databases, and Web Development. TECHNICAL SKILLS

● PYTHON, JAVASCRIPT, C/C++

● PYTHON’S LIBRARIES FOR

DATA SCIENCE, ML/AI

● PROBLEM-SOLVING

● BIG DATA

● GIT

● SQL, NoSQL

● REACTJS, TAILWINDCSS

● UI/UX DESIGN

● DOCKER

● Good understanding of the Data Science Process. Know how to crawl data, data mining, preprocess data, visualize data, and data modeling.

● Good using databases like MongoDB, MySQL, MS SQL Server

● Skillful with query data from databases by using SQL.

● Good use of big data tools like Apache Hadoop, Apache Spark, and Kafka.

● Good understanding of Natural Language Processing, Machine learning, and Deep Learning.

● Basic using Python backend library (Flask).

PROJECTS

NetfliZ

2022

● A free online movie streaming website for the Introduction to Software Engineering course.

● Role: Design and Frontend Developer.

● Using ReactJs, and Tailwindcss for Frontend, and Figma for UX/UI design. Disaster Tweets NLP: BERT With Transformers

2022

● Kaggle competition (top 10%)

● Predict which Tweets are about real disasters and which ones are not.

● Using Python, BERT model for NLP.

Optimized Convolution Forward Pass

2023

● This project involves optimizing the forward-pass of a convolutional layer using CUDA C, a key component of convolutional neural networks

(CNNs) used in various machine learning tasks.

● The optimized CUDA implementation of the convolutional layer will be used for inference in layers C1 and C3, with the modified version of LeNet-5 implemented using the Fashion MNIST dataset, containing single-channel images.

● Enhancing Convolution Speed from ~30s to ~100ms

SOFT SKILLS

● I have good English skills that allow me to read documents well and communicate effectively.

● I have strong teamwork skills and enjoy collaborating to achieve common goals.

● I can prioritize and organize my tasks according to their urgency and importance, and use calendars, planners, and checklists to keep track of my progress and deadlines.

EDUCATION

Bachelor of Science in Information Technology

University of Science - Vietnam National University 10/2020 – present

CERTIFICATIONS

Coursera GOOGLE DATA ANALYST

HackerRank PYTHON, PROBLEM-SOLVING, SQL

Coursera HTML, CSS, and Javascript for Web Developers

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