ML, DL, NLP students

PHAM QUOC ANH

Mobile: +798******** Email: *****************@*****.***

Website: https://quocanh34.github.io Github: https://github.com/quocanh34 EDUCATION

ITMO University, Russia Expected 2025

Bachelor of Robotics and Artificial Intelligence

• Russian Government Scholarships for International Students

• CGPA: 4.33/5

• Relevant Courses: Calculus, Linear Algebra, Applied Statistics, Machine Learning Thai Nguyen High School for the Gifted, Vietnam 2018-2020 Maths Honors Class

• Talent Scholarship in 2 years

• First prize for Russian Olympic for Vietnamese Students, Mathematics. EXPERIENCE

VietAI FoDL Research Team 2023 - present

Finetuning OpenAI Whisper for Vietnamese ASR (not completed)

• Conducted comprehensive studies of the Automatic Speech Recognition (ASR) system.

• Collected and preprocessed a large dataset of Vietnamese speech from youtube podcast to be used for fine-tuning purposes using cloud GPU.

• Conducted multiple iterations of training and testing to improve model performance using techniques like hy- perparameters tuning or cloud TPU training.

ACADEMIC PROJECTS

Vietnamese ASR Corpus (Github) 2023

• Investigated Vietnamese ASR models, using findings to build an optimized corpus.

• Utilize Wav2vec2 and VCTube tool and Hugging Face Datasets for YouTube data crawling, audio segmentation, and transcripting, efficient data processing and management.

• Ensured dataset accuracy by conducting WER analysis, enhanced data quality with preprocessing, including deduplication and careful audio alignment.

Neural Machine Translation (assignment of VietAI FoDL course) (Colab) 2023

• Implemented key components of the RNNs model with attention architecture, including word embeddings, encoder and decoder layers, and cross attention.

SKILLS

Coding: Python, Java, Latex.

Libraries and Tools : Pytorch, Huggingface, Scikit-learn, Numpy, Pandas, Scipy. Languages: English, Russian, Vietnamese (native speaker). Online courses: Machine Learning Specialization course 1, 2 (Andrew Ng.), VietAI Foundation of Deep Learning. COMPETITIONS AND EXTRA-CURRICULAR ACTIVITIES

• Mentee of MaSSP – Math and Science Summer Program, 2022.

• Participant of International intellectual competition ”Future Leaders of Eurasia”, Irkutsk, Russia, 2019.

• Participant of Hanoi Open Mathematics Competition (HOMC), 2019.

• Participant of Hanoi Mathematical contest in modeling, 2018.

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