Yan L. Email & Phone Number

Singapore

Singapore

> Popular Product PredictorTo maximize revenue in Livestream Sales Event, developed a model to assist the initial selection of top- performing products. It overcomes manual decision-making challenges and ensures high efficacy/accuracy. Scraped thousands of product information from Amazon; Executed EDA to clean data and extract features. Trained and.

Singapore

> Data Scientist_Patients SegmentationTo reduce patients undergoing traditional diagnosis which is invasive and risky, and accelerate patient selection in clinical trials, built a Patient Segmentation based on classification models. Collected clinical data with thousands of features, executed EDA, conducted Feature Engineering to reduce its dimensionality.

Wuxi, Jiangsu, China

> NLP Aided Systemic Literature ReviewerTo understand the research landscape of an unfamiliar area, anti-aging, in a short term with breadth and depth, developed a NLP aided Systemic Literature Reviewer.Performed systematic retraceable searches on databases (PubMed, Google Scholar, etc), collected abstracts of related literature, extracted key information.

Singapore, Singapore

> Protein engineering to optimize the enzyme industrial performance:Established protocols to construct mutation libraries using error-prone PCR and gene shuffling technologies, to enrich the mutation library size.Successfully constructed the plate-based high-throughput screening methods to avoid missing good mutants.> Insight Engine for Enzyme.

Doctor Of Philosophy - Phd, Bioengineering And Biomedical Engineering

Activities and Societies: Global Young Scientist Summit (GYSS, with multiple Nobel Prize Winners), poster presentation, 2019. >>.

Master'S Degree, Biochemical Engineering

Protein Engineering to improve enzyme activity through directed evolution (cooperated with Yihai Kerry). >> Comprehensive experience in.

Bachelor'S Degree, Advertising

Exploration of the effect of nitrogen source type on bio-synthesis of DHA >> Culture and analyze the DHA production in S. limacinum under.