Intro

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I am a scientist in energy storage field with zealous passion in understanding and contributing technology development with data science and machine learning.

After many years self-training and practicing in physical science research and software development, I am capable of developing models, conducting hypothesis tests, and deploy models for production use.

Projects

The following projects covered thoese topics: Data-centric AI, ML modeling, AI applications, and MLOPs

Projects list:

P1. Stock prediction with prophet, deployment on AWS with docker repo

Try the FastAPI applicaiton running on AWS EC2 instance

P2. Diabetes prediction baseline model P2 repo.

P3. Automated raw data processing and conversion

P4. AWS deployment, NLP, sentiment analysis repo

P5. Battery Data batch processing, clustering and prediction with ML models

P6. Credit card fraud detection, anomalous signal processing

P7. Data bricks, big data

P8. EDA analysis example

P9. Feature engineering, regression, model selection example

P10. NLP model

P11. Computer vision

P12. Ecommerce purchase prediction

P13. Credit card fraud detection, anomaly detection

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i = 0;

while (!deck.isInOrder()) {
    print 'Iteration ' + i;
    deck.shuffle();
    i++;
}

print 'It took ' + i + ' iterations to sort the deck.';

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Name Description Price
Item One Ante turpis integer aliquet porttitor. 29.99
Item Two Vis ac commodo adipiscing arcu aliquet. 19.99
Item Three Morbi faucibus arcu accumsan lorem. 29.99
Item Four Vitae integer tempus condimentum. 19.99
Item Five Ante turpis integer aliquet porttitor. 29.99
100.00

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Name Description Price
Item One Ante turpis integer aliquet porttitor. 29.99
Item Two Vis ac commodo adipiscing arcu aliquet. 19.99
Item Three Morbi faucibus arcu accumsan lorem. 29.99
Item Four Vitae integer tempus condimentum. 19.99
Item Five Ante turpis integer aliquet porttitor. 29.99
100.00

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