Ai Models Information Technology

Khang Vo

https://*******@***.********.*****.***/com in/ 0919-khang-653-duy-641-*********

OBJECTIVE

Seeking career opportunities to design and build robust AI algorithms and models, with the aim of creating distinctive fea- tures for applications, websites, or contributing to reputable scientific publications. EDUCATION

University of Information Technology of Ho Chi Minh City (UIT) Computer Science Sept 2020 – May 2024

WORK EXPERIENCE

DFM 12 district, Ho CHi Minh city

AI Engineer, Intern-Full time February 2024 – Present

• Build AI models integrated into application

PROJECT WORK

Tusbescal May 2024 – Aug 2024

• Process input image data containing objects.

• Research, develop, and test AI models (RNN/LSTM/ANN).

• Generate output coordinates to suggest optimal placement of scaffolding for construction sites.

• Integrate AI models into an application (C#) to produce results. Voice-based Music Generation Mode July 2023 − January 2024

• Developed a model for generating multi-instrumental music backgrounds based on vocal inputs using RL framework (DQN) and (RNN + CNN) structures.

• Conducted research on music generation techniques and wrote a research paper.

• Collected and processed data from YouTube.

• Trained and evaluated the model..

Player football Detection 2022

• Developed an application for automatic football player recognition using YOLO v5/v6.

• Researched YOLO and CNN algorithms.

• Monitored training and recorded results (FPS, Training loss, IOU, Confusion matrix).. Predicting Covid-19 Possibility 2022

• Developed a predictive model for Covid-19 infection using Kaggle’s dataset.

• Search for data on Kaggle, preprocess the data, and visualize the data.

• Researched and compared K-NN, XGBoost, and Decision Tree algorithms.

• Preprocessed and visualized data.

• Trained and tuned models using grid search.

Technologies / Skill

Languages: Python,C++, C, C#, SQL

Software: Colab, Subline text - anaconda, Visua studio code Framework: Pytorch, Keras,Sklearn, librosa, scipy, torchaudio, music21,CV2, Matplotlib, pandas, NLTK, ... Expertise:

• Proficient in Data processing (Proficient in signals processing)

• Knowledge of Machine Learning, Deep Learning, and Reinforcement Learning

• Experience: Model design, training and optimization

• Strong Logical Thinking, Mathematical and Self-Learning Skills

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