Machine Learning Data Science

võ văn khánh

Contact:

QUẬN *, HCM CITY

032*******

**************@*****.***

CAREER OBJECTIVE

As a final-year student, I hope to have opportunity to get my first experience working in this Data Science field and i found out your company suits well to me. I have good team working ablity and high responsibilty for my own work. Eager for learning new things and adapt quickly to the ever-changeing environment, I always be active in finding new solution in creative and simple way. I have good english comunication skill and love to share my helpful ideas solution to people for contributing my values to the comunity.

CORE QUALIFICATIONS

oStrong knowledge foundation in Math,Statistics and of course Machine Learning algorithms.

oHands on Data mining, EDA with many tools Pandas, Numpy, Matplot, seaborn .. and High-interface visualization tools like Tableau.

oExperienced in building machine learning model in many field cases including Computer Vision, NLP. Using framework like sklearn, Tenserflow and Pytorch..

oHave knowledge in Mlops, cloud services like aws, GCP..

oHave database knowledge and and be confident using SQL.

PROJECT EXPERIENCE

HYDRAULIC MAINTEINANCE PREDICTION: Developing and desing machine learning model that detects the abnormal working conditions of the components in the hydraulic system. The work includes two aproach:

oFeature extraction in time domain analysis and PCA with SVM, Xgboost model.

oDesign 1D CNN multihead-channel network with downsampling and upsampling inputs

Face and emotion regconition: Using framework opencv for for dealing with face image processing captured from camera. The approach for regconizing face detected is one shot learning, with transfer learning pretrained Facenet model for emotion classification

Semantic analysis:

oFake news detections with LSTMs model and Glove for converting text to vector presentations

oMovie Review positve and negative classifier with Bayens model and CountVectorizer

Việt Nam regions weather visualization using Tableau dashboard: This work involves analysis and visualization with all regions Viet nam climate. Making API requests to OpenWeatherMap's historical weather data API

Skin abnormal detection: Using mmsegenmation framework with method OrchNet and backbone Hrnet

Here is link to all my projects : https://github.com/khanhvovan2002

EDUCATION

Bachelor of Embedding System and IOT at HCMUTE University: 2020-

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