Summary
Overview
Work History
Education
Accomplishments
Timeline
Generic

Sheila Xinlan Tan

Bridging Data Science/AI And Business Applications
Boston,United States

Summary

Hybrid skills in Data Science and Business with combined of 5 years of professional experience. Data Scientist familiar with gathering, cleaning and organizing data for use by technical and non-technical personnel. Advanced understanding of statistical, algebraic and other analytical techniques. Highly organized, motivated and diligent with significant background in sales and business development.

Overview

2
2
years of post-secondary education
6
6
years of professional experience

Work History

Science & Tech Co-op - Data Science

AbbVie
Worcester, MA
06.2020 - 01.2021
  • Implemented next-generation technologies to speed up process & development optimization: built the first Cell Culture Data Processing App (Python+UI), integrated multi-sources data, and automated full pre-processing data flow. (Pandas, Scikit-learn) .
  • Data Analysis: Help improved cell culture process optimization including medium development, feeding strategies with Multivariate data analysis SIMCA/MVDA/ PCA.
  • Deployment: Bridged tech application to non-technical stakeholders; delivered technical presentations in an easy-to-understand format.
  • Collaborated with diverse cross-functional bioscience experts to localize the best data solutions.
  • Bench level laboratory work in cell culture media: aseptic technique, independent lab experiments on CHO cells optimization.

Data Analyst

Freyr Solutions
01.2020 - 04.2020
  • Ingredient Database Project- performed healthcare regulatory analysis using SQL to assess key components of FDA ingredients regulations across target markets.

Sales Manager

Ruier Education Consulting Co
12.2015 - 09.2019
  • Managed key accounts, formed long-term customer relationships, and built strategic partnerships with regional channel distributors through active engagement and clients first principle.
  • Led a team of five and implemented innovative consultative selling: built credibility through presentations and in-person consultations; quadrupled customer engagement and achieved 100% KPI assigned.
  • Managed full projects cycle: diagnosed customer needs, formulated solutions, managed deliverables timelines, performance; served as the main point of contact between product team and customers.
  • Utilized sales planning tools such as CRM, Salesforce, Excel database to identify key metrics for forecasting demand.

Senior Lecturer

Ruier Education Consulting Co
06.2014 - 11.2015
  • ESL/TOEFL/IELTS lecturer at regional universities and linguistic institutions; gave one on one and group training online and off-line.

Education

Master of Science - Data Analytics

Northeastern University
Boston, MA
09.2019 - 06.2021

Accomplishments

    *Honors & Awards , NASA SPACE APPS challenge 2019 - LOCAL BEST & GLOBAL Nominees (TOP 250 out of 29,000 teams worldwide) - NASA Oct 2019 Using machine learning to detect craters and help tackle the moon dust challenges.

    * Projects: Naive Bees: Deep Learning with Images

    -Built a deep learning model that can automatically detect honey bees and bumble bees in images. The completion of this project includes using keras, Scikit-learn, scikit-image

Timeline

Science & Tech Co-op - Data Science

AbbVie
06.2020 - 01.2021

Data Analyst

Freyr Solutions
01.2020 - 04.2020

Master of Science - Data Analytics

Northeastern University
09.2019 - 06.2021

Sales Manager

Ruier Education Consulting Co
12.2015 - 09.2019

Senior Lecturer

Ruier Education Consulting Co
06.2014 - 11.2015

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Sheila Xinlan TanBridging Data Science/AI And Business Applications