Yiran Jing
ML Engineer @Canva
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About
Yiran Jing works in ML & data science, based in Sydney Australia (Canva). ML Engineer @Canva. Public projects on GitHub include TimeSeriesAnalysis (Statistical and ML models for time series analysis combined with data cleaning, data visualization and…), Sign-Detection (Moving closer to Autonomous Cars using AI and ML tech) and CrossSectionalAnalysis (Statistical and ML models for cross sectional data with classification and continuous predictor), mostly written in Jupyter and C.
Projects 6
TimeSeriesAnalysis
Statistical and ML models for time series analysis combined with data cleaning, data visualization and statistical inference (2018 - 2019)
github.comSign-Detection
Moving closer to Autonomous Cars using AI and ML tech.
github.comCrossSectionalAnalysis
Statistical and ML models for cross sectional data with classification and continuous predictor. Pre-steps include data cleaning, visualisation and feature engineering
github.comWebSpider-NLP-foodAnalysis
Food and restaurant analysis based on App Spider and NLP tech. Goal: Help the operation of a new noodle restaurant located in Zhengzhou, Henan (Jul 2019)
github.comCoronavirus-Epidemic-COVID-19
Covid-19 estimation and forecast using statistical model; 新型冠状病毒肺炎统计模型预测 (Jan 2020)
github.comMirrorSymmetry
Detect Bilateral Symmetry Object within Image, mathematical method using OpenCV (Jan 2020)
github.com