Bernard David Email and Phone Number
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Bernard David personal email
I’m a data scientist with training in STEM Education and physics, and I have a passion for creatively employing advanced quantitative frameworks to explore complex and nuanced systems. In my doctoral research, I analyzed statewide data from Texas to investigate the effects of market-based education reforms upon student achievement and performance in STEM disciplines. In addition to my research in education policy, I have initiated a range of data-driven projects, from exploring consumer behavior using data from Untappd to building a webapp that automates text simplification. I am eager to leverage the power of data science to creatively solve emergent business and social problems and to draw upon my experience as a science teacher to explain these insights in clear and concise terms for all stakeholders.Programming Languages: Python, R, SAS, SQL (Postgres & MySQL), GitTools: Tableau, Scipy, Numpy, Scikit-Learn, matplotlib, seaborn, GPT2, BERT, nltk, spaCy, Tidyverse, lme4, ggplot2, igraphMethods: Natural Language Processing, Network Analysis, Survival Analysis, Causal & Statistical Inference, Experimental Design, Machine Learning (supervised and unsupervised), Data Wrangling and Visualization, AWS
Meta
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Data ScientistMeta Apr 2021 - PresentMenlo Park, Ca, Us
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Graduate Research AssistantThe University Of Texas At Austin Aug 2015 - Jan 2021Austin, Tx, Us• Developed and employed statistical models (Cox proportional hazards, multinomial logistic regression, hierarchical linear modeling, and social network analysis) to analyze 17 years of educational data from Texas, each with ~5M student and 350K teacher records, to evaluate the effects of market-based education reforms upon students and teachers.• Leveraged principles from condensed matter physics to identify STEM course-offerings and course-taking patterns through network analysis and community detection.• Implemented a pipeline including dimensionality reduction (tSNE) and clustering (k-means) to categorize public schools in Texas and evaluate the demographic and programmatic characteristics of these schools.• Conducted survival analysis and built hierarchical models to evaluate teacher preparation program outcomes as a member of a research project initiated by the Dean of the College of Education.• Generated visualizations (alluvial diagrams and bubble plots) in Python, R, and Tableau to communicate results and highlight salient trends from analytic models.• Evaluated the implementation of a new project-based curriculum in an introductory civil-engineering course and prepared peer-reviewed journal articles describing students’ epistemological engagement in the course.• Collaborated with researchers and policy-makers to author policy reports and peer-reviewed journal articles and conference proceedings, including a report written for the Education Commission of the States. -
Assistant Instructor And Teaching AssistantThe University Of Texas At Austin Aug 2015 - Aug 2020Austin, Tx, Us• Appointed instructor of record for PS303, inquiry-based, introductory-level physics course for non-science majors.• Authored laboratory manual for PS303 with units of study designed to provide students with hands-on opportunities to explore topics in kinematics, dynamics, energy, and fluids in a structured, inquiry-based manner.• Designed lessons and collected survey data to evaluate efficacy of curriculum in promoting student learning. • Supervised pre-service teachers enrolled in the UTeach program, providing feedback on lesson plans and on pre-service teachers’ engagement with students and lesson implementation during field experience.• Led discussion sessions for students enrolled in algebra- and calculus-based introductory E&M courses.
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FellowInsight Data Science Sep 2020 - Oct 2020San Francisco, Ca, Us• Created SimplifyIT, an app that reduces the complexity of informational text to increase accessibility (link: https://github.com/bernarddavid/SimplifyIT).• Employed a classification algorithm (Naive Bayes) to evaluate text complexity, vectorization (Doc2Vec) to quantify text similarity and a text generation algorithm (GPT2) to simplify sentences and passages. -
Independent ConsultantE3 Alliance Sep 2018 - Dec 2019• Prepared data and conducted exploratory analysis for the Pathways of Promise (PoP) project to identify common pathways into and out of the teaching profession to share with policy makers in central Texas.• Designed visualizations for the RaiseUp project to highlight student achievement in partner school districts. -
Science TeacherSeed Public Charter School Of Washington Dc Jul 2012 - Jul 2015Washington, Dc, Us• Coordinated Annual Science Fair for 8th grade students by facilitating experimentation, creating and managing the Science Fair Budget, and communicating with partner organizations to recruit volunteers.• Facilitated inquiry-based projects aimed at engaging students in the Scientific Method and developing scientific reasoning.• Coached four students to the Washington, D.C. district-wide science fair, one of whom was subsequently invited to participate in the Aerospace Corporation science fair.• Served on committee supporting the Director of School Culture to implement policies and practices to increase positive student behavior and student accountability within the SEED Community.• Communicated regularly with parents regarding student’s effort, performance, and progress in class.• Designed and implemented units on Kinematics, Newton’s Laws, Energy, Electricity, Atomic Structure, the Periodic Table and Chemical Reactions for 9th Grade Conceptual Physics and 8th Grade Physical Science courses. -
Student InternBoston Arts Academy Sep 2011 - May 2012Dorchester, Massachusetts, UsFull Practicum Experience (January - May 2012)• Taught one Engineering course with 22 students and one Tutorial section with 15 studentsCollaborated with other Engineering teachers to create lesson plans, assignments, and assessments used in courses.• Participated in weekly staff Professional Development meetings and STEAM; Team meetings to discuss various school-wide and departmental issues.• Communicated with parents regarding their student's individualized education plans (IEPs) and performance in class.• Facilitated inquiry-based projects aimed at engaging students in Engineering content and developing scientific inquiry skills through both group and individual work.• Attended student performances in various artistic disciplines.Pre-Practicum Experience (September - December 2011)• Observed teachers in a wide-range of departments, including science, humanities, math, music, dance, theatre, and visual arts.• Created and taught lessons on Photovoltaic Cells, the "Thick & Thin" Problem, Exercise and Nutrition, a discussion of In Defense of Food. -
Summer Academic Institute Math TeacherLa Salle High School Jul 2011 - Aug 2011• Taught two, 5-week Pre-Algebra Classes for students entering grades 6-8.• Integrated SMART Board technology into lessons and activities to foster student understanding of and appreciation for math.
Bernard David Skills
Bernard David Education Details
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The University Of Texas At AustinStem Education -
The University Of Texas At AustinPhysics
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Boston College Lynch SchoolSecondary Teaching In Physics
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Boston CollegePhysics
Frequently Asked Questions about Bernard David
What company does Bernard David work for?
Bernard David works for Meta
What is Bernard David's role at the current company?
Bernard David's current role is Data Scientist with a Background in Physics, Teaching, and Education Research | Global Business Group at Meta.
What is Bernard David's email address?
Bernard David's email address is bernarddavid@fb.com
What schools did Bernard David attend?
Bernard David attended The University Of Texas At Austin, The University Of Texas At Austin, Boston College Lynch School, Boston College.
What skills is Bernard David known for?
Bernard David has skills like Public Speaking, Tutoring, Teaching, Curriculum Design, Curriculum Development, Science Education, Research, Educational Leadership, Microsoft Office, Community Outreach, Microsoft Excel, Smartboard.
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