Learning Engineer Data Analyst
Resume:
Peter Piao Senior Machine Learning Engineer
aduqmy@r.postjobfree.com
Boston,MA,US
https://www.linkedin.com/in/peter-
piao-ab421a260/
Passionate machine learning engineer with 7+ years experience with the ability to apply ML techniques and leverage algorithms to solve real- world challenges. Experienced in leading tech teams and cross-team projects. Skilled in ML,DL,Comuter Vision, NLP.
Work Experience
Automat.ai
01/2021 – 12/2022 Quebec, Canada
Senior Machine Learning Engineer
•Devised high-performance ML system to predict the COVID-19 diagnosis based on symptoms with 95% accuracy.
•Developed face mask detection with real-time videos using Python, OpenCV, Yolov2 with 98% accuracy.
•Developed a ML model to find any production errors while 3D printing with 90% accuracy.
FRONTEO,US
01/2019 – 11/2020 New York, US
Machine Learning Engineer
•Assisted in model development, testing, and validation of 100+ products and services
•Predicted stock price with 98% accuracy to enable the company to make informed investments
•Developed an algorithm to understand customer behavior leading to 95% success in targeted marketing campaigns
•Supervised model development, testing & validation of 100+ financial products and services
Curata
10/2016 – 12/2018 Boston,MA, US
Junior Data Analyst
•Designed an in-house algorithm for attendance & time management to simplify the hotel's administration work
•Applied various machine learning techniques by deploying Python to build dynamic pricing models and maximize profits
•Built a predictive model to analyze customer food preferences leading to a 40% reduction in food wastage
•Employed advanced text mining algorithms to facilitate the identification of search intent latent in individual keywords Languages
English Chinese
Education
Bachelor's Degree in Computer
Science, Boston University
05/2011 – 12/2015 Boston, US
Skills
Probability & Statistics
Algorithms & Data Structure
Programming languages
Python
R
C/C++
NLP
Deep Learning
Computer Vision
AWS
S3
EC2
Lamda
SageMaker
Agile methodlogies
Frameworks
Tensorflow
PyTorch
Keras
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