Who is Yifan Wei? Overview
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Yifan Wei is listed as Data Scientist at Meta, based in Greater Seattle Area, United States. AeroLeads shows a work email signal at fb.com and a matched LinkedIn profile for Yifan Wei.
Yifan Wei previously worked as PhD Candidate - Health Economics at Usc School Of Pharmacy and Applied Scientist PhD Intern at Uber. Yifan Wei holds Doctor Of Philosophy - Phd, Health Economics from University Of Southern California.
Email format at Meta
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AeroLeads found 1 current-domain work email signal for Yifan Wei. Compare company email patterns before reaching out.
About Yifan Wei
Yifan Wei is a Data Scientist at Meta. They possess expertise in data analysis, research, statistics, public speaking, healthcare and 7 more skills. They is proficient in English. Colleagues describe them as "I mentored Yifan in her summer internship at Meta. I was so lucky to have Yifan on the team! Yifan was among the very top interns in her cohort. She was an extremely valuable colleague and a great pleasure to work with. Yifan stood out because of her quick-learning, technical skills, great communication, and leadership. * Quick learning and autonomy: Yifan’s assigned project was complex. It requires knowledge in machine learning and proficiency in Python coding. It also requires her to quickly onboard to a large, complex scope of work, machine learning tooling that MLEs use, and data science tooling. Normally we’d expect a full-time colleague to take 1+ months to get familiar with the context and tooling. Yifan quickly grasped the materials on the onboarding guide and went through posts and guidelines by herself and unblocked herself when needed. She finished her first task within the first two weeks of her internship and made a well-written post that generated lots of interest. She maintained such high performance throughout the internship. I did not need to handhold her since week 3, as she already had developed opinions on how to proceed by then. * Great technical skills: Yifan demonstrated proficiency in Python coding, SQL, and deep understanding in machine learning. She wrote a reproduceable Python notebook with highly efficient functions to generate helpful results and visuals. Her notebook was well documented and has been re-used by other teams during and after her internship. I have been given great feedback about Yifan from the Eng team that her analyses were very clear and gave specific modeling recommendations. She went beyond to propose useful metrics which helps a lot with our ML work planning. * Great communication skills: Throughout the internship Yifan always communicated effectively, both in terms of oral communication and written communication. During our meetings and the meetings with cross-functional teams, Yifan always articulated technical information in a clear and detailed manner. Her outputs were well written and to-the-point, with feasible and actionable recommendations. Her presentations were clear and visually appealing. She also proactively reached out to colleagues beyond the immediate product teams, to learn from them and discuss how her work could be helpful for them. * Leadership: Yifan went above and beyond and extent her work to other product areas with similar challenges. She led meetings with other product teams and helped their teams’ data scientists learn about her work and use her reproduceable notebook. By the end of the internship, Yifan’s work was significantly more in depth and breadth than anticipated in product plan. We were so pleased with her work and were proud of her growth in a short amount of time. I sincerely hope that I could work with Yifan in the future again! *I am only providing this reference in my personal capacity and not as an employee or representative of Meta."
Listed skills include Data Analysis, Research, Statistics, Public Speaking, and 8 others.
Yifan Wei's current company
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Yifan Wei work experience
A career timeline built from the work history available for this profile.
Phd Candidate - Health Economics
• Applied natural language processing BERT framework to sequential medical claims data. Designed algorithm in Python (TensorFlow) to generate contextualized embeddings and predict incident dementia.• Processed large-scale Medicare data with SQL and Python on Linux server to construct analysis-ready dataset (0.5 million observations). Designed input data structure to suit the multi-dimensional nature of medical claims.• Collaborated with research faculty in research design, data analysis and manuscript writing for National Institute of Aging projects on access to and value of novel Alzheimer’s and dementia treatment.
Data Scientist Intern
• Designed a systematic approach with unsupervised learning (PCA/T-SNE) to define and quantify overlap across integrity violations on Facebook and Instagram platforms. Analysis drove machine learning cross-detection that will lead to improvement in model performance and save in computing resources.• Processed Meta’s large integrity data with PrestoSQL. Visualized machine learning classifier’s score and embedding with Python (pandas, seaborn, plotly). Implemented fully automated analysis template in Python.• Proactively sought broader impact and drove discussion with cross-functional partners and convinced stakeholders to adopt recommendations in machine learning models and labeling logic in integrity problem area.
Graduate Research Assistant
Graduate Teaching Assistant
Health Economics And Outcome Research Analyst
Summer Intern
Assistant Project Coordinator
Yifan Wei education
Doctor Of Philosophy - Phd, Health Economics
Master Of Science In Public Health, Health Policy Analysis
Bachelor Of Arts (B.A.), Economics
Bachelor Of Science (B.S.), Biology, General
Education record
Frequently asked questions about Yifan Wei
Quick answers generated from the profile data available on this page.
What company does Yifan Wei work for?
Yifan Wei works for Meta.
What is Yifan Wei's role at Meta?
Yifan Wei is listed as Data Scientist at Meta.
What is Yifan Wei's email address?
AeroLeads has found 1 work email signal at @fb.com for Yifan Wei at Meta.
Where is Yifan Wei based?
Yifan Wei is based in Greater Seattle Area, United States while working with Meta.
What companies has Yifan Wei worked for?
Yifan Wei has worked for Meta, Usc School Of Pharmacy, Uber, Cecil G. Sheps Center For Health Services Research, University Of North Carolina At Chapel Hill, and Tasly Pharmaceutical International Co.,Ltd..
How can I contact Yifan Wei?
You can use AeroLeads to view verified contact signals for Yifan Wei at Meta, including work email, phone, and LinkedIn data when available.
What schools did Yifan Wei attend?
Yifan Wei holds Doctor Of Philosophy - Phd, Health Economics from University Of Southern California.
What skills is Yifan Wei known for?
Yifan Wei is listed with skills including Data Analysis, Research, Statistics, Public Speaking, Healthcare, Public Health, Stata, and Policy Analysis.
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