LUU LUONG VI NHAN

Go Vap, Ho Chi Minh, Viet Nam

Ħ 082******* ć ad4o77@r.postjobfree.com ^ github.com/viCore12 Ǒ nhanvi Education

Industrial University of Ho Chi Minh City 2021 Present 4rd year Data Science Student GPA: 3.55/4

Top 5% Student of Faculty of Information Technology Skills

Programming Python (Pandas, NumPy, Scikit learn, PyTorch. etc.), C/C++, SQL. Data Science ExploratoryDataAnalysis, Probability and Statistics, Mathematics, Research, Machine Learning, Deep Learning. Miscellaneous Power BI, LATEX(Overleaf/R Markdown), Microsoft Office, Git. Projects

Visual Question Answering for Vietnamese Sep 2023 – Now Co author Framework: Pytorch

• Fine tuning ConvNeXt model to feature extraction and PhoBERT base model to word embedding.

• Encoder: Combining image feature and text feature with Stacked Attention Networks to encode feature.

• Decoder: Implement Decoder in Transformer to generate the answer. Face Analysis Final Round AI Hackathon 2023 Jan 16 2024 – Jan 27 2024 Leader Framework: Pytorch

• Fine tuing YOLOv8 to Face Detection, ViT to multiclass classification: age, race, skintone, mask, emotion, gender.

• Multi task learning: Multi Linear model and optimize mean Loss.

• Public score: 25.82/30 (Top 4) and Private score: 24.07/30 Vietnamese Medical Question Answering Top 7 Kalapa Challenge 2023 Oct 2023 – Nov 2023 Leader Framework: Pytorch

• Select the 4 documents most relevant to the question from the corpus set using TF IDF.

• Using BM25Okapi to get the top 3 sentences in 4 corpus sets.

• Take the top 1 in 3 sentences will be correlated with the answers. And get the answer options with the highest score. Fact Checking for Vietnamese UIT Data Science Challenge 2023 Jul 2023 – Nov 2023 Leader Framework: Pytorch

• Get the top 5 sentences in context highest similarity score using Vietnamese Bi Encoder pre trained model and Cosine similarity

• Using the pre trained model for classification: PhoBERT base with score: 93.8 (Top 2)

• Take top 1 evidence in 5 sentences in context using the BM25 algorithm. Evidence predict score: 89.3 (Top 4) Towards an Approach to Detect Breast Cancer from Mammography using Deep Learning Dec 2022 – April 2023 Co author Framework: Pytorch

• Using the YOLOv8 model to crop the mammogram area.

• Augmentation of the image with cv2 library on Mammography datasets.

• Fine tuning ConvNeXt, HRNet model and implement CNNs model. Binary classificationbenign/malignant. Population Density Dashboard Jul 2022 – Aug 2022

Author Framework: Bootstrap

• Data collection; Data handling, analysis and visualization.

• Using Dash Bootstrap Components to create Density Dashboard. Achievements

At IUH Consecutively Won Scholarship, of Industrial University Ho Chi Minh City. 2022 Present At IUH Consolation prize, Euréka Student Scientific Research Award at university level. Sep 2023 At Hue Bronze Medal, Viet Nam Mathematics Olympiad for students. April 2023 At Ha Noi Bronze Medal, Viet Nam Mathematics Olympiad for students. May 2022 Activities

APRiL 1, 2024 1

Mentor of AI Club 2022 – Present

at H2.2 IUH

• Mentor Probability and Statistics, Python fundamentals for K17, K18. Kaggle Notebook Expert 2021 – Present

at Kaggle

• Rank: 434/56788 (Top 1%).

Participate in the YSC young science conference Sep 2023 at IUH

• Article accepted for publication: Towards an Approach to Detect Breast Cancer from Mammography using Deep Learning. APRiL 1, 2024 2