Intro
A figure generated with Midjourney "dream_to_be_a_scientist_becomes_true"
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
About
My portrait sketch generated with GAN.
Reference:Unsupervised Generative Attentional Networks with Adaptive Layer-Instance Normalization for Image-to-Image Translation
Contact
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print 'It took ' + i + ' iterations to sort the deck.';
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