Data Engineer
Resume:
PHAM HOANG PHUC
Projects
Image Classification – Convolution Nueral Network (Cats vs Dogs)
• A binary image classifier that determines whether an image contains a dog or a cat.
• The classifier is a five-layer convolutional neural network built using TensorFlow's Keras API that was trained on 25,000 images of dogs and cats. It achieves a testing accuracy of 95 percent.
• Challenges: The first time that I have trained the model, I figured out that my model achieves only 82 percent of validation accuracy. After that, I tried to tune some hyperparameters - epochs, learning rates, network depth,.. but my accuracy would not go above 90% and the test result was our model got two wrongs from ten images.
Finally, I decided to re-use the model weights from pre-trained models that were developed for standard computer vision benchmark datasets, in this case was InceptionResNetV2. The test result turned out to be very accurate, even with some of cats and dogs drawings.
Experience
2019–2021
Research and Development • Frank Cheese Tea & Tea-mates
• Working with Financial Data and POS system.
• Collaborate with Barista, and other departments (QA, Sales, Purchasing, and Operations) to accurately and efficiently convert barista recipes into R&D specifications.
• Cooperate with the Marketing Team to investigate all new development relating to new trends, materials and food supplies.
• Develop strategic and creative new products for multiple restaurant concepts.
• Develop and refine specifications for new and existing products. Education
2016–2021
- Data Mining Online Course, York University
- Data Analysis with Python and Machine Learning with Python Online Course, Free Code Camp
- University of Economic Ho Chi Minh City (UEH)
• Coporate Finance (High Quality Program) • GPA: 7.34/10 Date of Birth: 09/05/1998
About
I consider myself as a hard-working
and passionate person, who will
tackle problems in a responsible and
dedicated manner. I always endeavor
to learn as well as experience new
things. I have been able to advance in
my career through demonstrated
initiative and the ability to work
effectively under pressure.
Short-term goals: utilizing skills with
competence in conducting client
business analysis, research analysis,
and improving overall IT capabilities,
become a professional Data Engineer.
My long- term goal is to become a
Data Scientist.
68 Pham Van Nghi Street,
Tan Phong, District 7, Ho Chi
Minh City
adnyfc@r.postjobfree.com
https://github.com/Frank958
Skills
• Proficient: Python, Microsoft
Office, Git, SQL, MySQL.
• Language: Proficient in English
(TOEIC: 645).
• Good English communication
skills.
Contact this candidate