Pham Ngoc Quan

Pham Ngoc Quan

A senior at HUST

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About Me

I am a senior student from Hanoi University of Science and TechnologyI’m currently working on SOICT Innovation Club and learning Statistics, Probability and Machine Learning.

Bio

Age
20
Email
ngocquanofficial@gmail.com
Phone
085-731-8283
Address
20 Dai La, Hanoi

Education

Hanoi University of Science and Technology, 2021 - Present
Major: Data Science and Artificial Intelligence
GPA: 3.48/4
Thai Binh Gifted High School, 2018-2021
Major: Mathematics

Projects

Speech Enhancement NLP Laboratory (BKAI)
May, 2023 - July, 2023
  • Utilized the CMGAN model, an advanced speech enhancement model that integrates improvements from SEGAN and Tranformers architectures.
  • Preprocessed a public English dataset by downsampling the audio from 48kHz to 16kHz, add noise to align it with the model requirements
  • Achieved impressive results with PESQ (Perceptual Evaluation of Speech Quality) score of 3.209 and STOI (Short-Time Objective Intelligibility) score of 0.931.
  • Expanded the model's capabilities through transfer learning, utilizing a 10-hour Vietnamese article dataset to fine-tune the pretrained CMGAN model.
AutoAntenna SV.STARTUP 2023
January, 2023 - March, 2023
  • Built a system comprising sensors installed on top of Base Transceiver Station(BTS), which transmit real-time data to a database.
  • Researched and constructed an Anomaly Detection model for the purpose of monitoring and providing prompt alerts regarding any abnormal conditions that may arise with the BTS
DB Tool Personal Project
July, 2023 - September, 2023
  • Developed a robust system for handling functional dependencies within relational databases.
  • Implemented algorithms to assess the compliance of a database schema with normalization standards (1NF, 2NF, and 3NF).
  • Implemented algorithms to calculate minimal keys and closure sets, critical for database schema design and optimization.

Extracurricular Activities

The book "89 Functional Equation Problems" Thai Binh Gifted High School
January, 2021 - April, 2021
  • Compiled functional equation problems, a common topic in the International Mathematical Olympiad, and is currently used by the Thai Binh Mathematics Team.
SOICT Innovation Club Hanoi University of Science and Technology
May, 2022 - Present
  • Developed a system that utilizes Django framework, Sumy, Selenium, Scipy, and KeyBert library to create an online news reader.
  • The system will gather the latest technology news, automatically summarize their content, and extract relevant keywords
NgocQuan's BLOG https://blog.ngocquan.com/
August, 2020 - Present
  • Wrote blog posts sharing about some mathematical knowledge, as well as some applications of AI in daily life.
MaSSP InClass Competition - Housing prices in Ames MASSP - Math and Science Summer Program
July, 2021 - August, 2021
  • Utilized Linear Regression, Random Forest, and Gradient Boosting models to address house price prediction problem, and compared their performances.

Awards

Third Prize for Vietnamese Mathematical Olympiad 2021
First Prize for the national round of the SV.STARTUP competition organized by the Ministry of Education and Training

Contact

085-731-8283
ngocquanofficial@gmail.com