Kimberlee Chang

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Quantitative Social Scientist | Data Scientist | Research Manager @ Premise
Kimberlee Chang's Location
New York, New York, United States, United States
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About Kimberlee Chang

Data scientist an evaluation expert (PhD) with 8 years of experience utilizing experimentation, advanced data modeling, and machine learning to provide actionable insights across diverse industries and cultures. Proven success in managing complex projects internationally from collection, analysis to reporting, developing innovative solutions for both businesses and governments. Proven trust-builder and story-teller across diverse roles & cultures. Advanced proficiency in R and SQL.Held Research and Data Analytics Manager roles at global tech start-up and government consultancy, managing cross-functional teams, meeting both business and client needs, while leading end-to-end research in collaboration with global corporations, start-ups, government, NGOs. Skilled at adapting to functional teams realities to implement data tools, pipelines and causal inference analyses in real world complex environments. Academic background in sustainable agriculture, natural resource management, empowerment and inclusion in governance, with over a decade of professional experience in international development. Projects’ thematic area span sustainable agriculture, climate change, resilience, humanitarian assistance, health, education & infrastructure.

Kimberlee Chang's Current Company Details
Premise

Premise

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Quantitative Social Scientist | Data Scientist | Research Manager
Kimberlee Chang Work Experience Details
  • Premise
    Data Analytics Manager
    Premise May 2024 - Present
    New York, New York, United States
    Managed end-to-end survey, observational task and video-AI based projects for international development customers in often low-information contexts, utilizing Premise’s crowd-sourced data collection platform. From data collection, model deployment to analysis, ensured scalability and adaptability for real-world applications and actionable insights for policy-making and program adaptive management. Key responsibilities include:• Customer Engagement & Strategy: Engaged with clients to define data collection goals and translate queries into actionable tasks. Managed overall contract to meet business metric targets.• Data Transformation & Visualization: Created customer-facing visualizations, slide decks and interactive dashboards using Looker and R, effectively communicating complex data pipelines and analysis.• Data Analysis & Reporting: Analyzed data for quality assurance. Built queries as well as descriptive and predictive statistical models to provide evidence-based recommendations.• Support productization through designing innovative solutions for industry needs, as well as running experiments and campaigns to improve existing products, working in collaboration with marketplace/ advertising and data science team.
  • Social Impact
    Research And Data Analytics Consultant
    Social Impact Dec 2023 - Jul 2024
    Continue to provide research and data analysis support on select projects.
  • Social Impact
    Research Manager
    Social Impact Jun 2022 - Dec 2023
    I managed a diverse portfolio of quantitative data collection and analytics services for United States Agency for International Development (USAID)-funded programs, mainly the Health, Ecosystems and Agriculture for Resilient, Thriving Societies (HEARTH) portfolio. I worked closely with partners from global corporations, start-ups, NGOs to government stakeholders in Sub-Saharan Africa and Latin America.1. Led causal inference research/ experimentation to evaluate program design’s impact. Responsibilities included research design, power analysis, survey/ data collection tool design, contractor management, data management and quality assurance.2. Built data collection tools, processes and dashboards (automated reporting) for metric tracking and early risky warning, and trained operational teams.3. Proactively discovered patterns using regressions for insights that help make strategic programming & business decisions4. Use Machine Learning models to improve efficiency and accuracy of data tools for user targeting and metric monitoring5. Balanced technical expertise with cross-functional leadership, client management, project management, and business development.
  • University Of Colorado Boulder
    Graduate Research Assistant
    University Of Colorado Boulder Sep 2016 - May 2022
    Boulder, Colorado, United States
    Taught quantitative research methods labs (with introduction to using R)
  • University Of Colorado Boulder
    National Science Foundation Graduate Research Fellow
    University Of Colorado Boulder Aug 2016 - May 2022
    Boulder, Co Usa
    Drove impactful research initiatives in collaboration with global partners, specializing in collective behavior for sustainable development and natural resource management. Key contributions include:Advanced Causal Inference and Regression Analysis + Survey and Survey Experiment Design: • Published 3 peer-reviewed articles regarding farmer climate adaptation and forest management. Used SQL to construct appropriate dataset from relational database, and led analysis that uses inferential statistics, causal inference matching and combinations of surveys, ecological data, games and focus groups data.• Used AB testing and focus groups in 276 villages across 4 Indian states to inform national NGO’s forest equity program with farmers in India, bridging NGO, multilateral donor and academia needs• Used a quasi-experimental propensity score weighting design on survey panel data (with ~500 respondents in 3 Indian states) to demonstrate the success of women’s self-help groups in farming communities. • Designed and carried out in online surveys on Qualtrics (including embedded AB testing experiments and qualitative inputs) in Colombia and USA to demonstrate the narratives that drives popular protests. Ethnographic Research and Qualitative Analysis:• Synthesized complex changes in health and familial social relations over 5 years at the Chinese-led dam site in Uganda, using qualitative ethnography methods (with interviews and participant observation notes collected by co-author).
  • Center For Experimental Social Science- Nuffield And Flame University
    Pre-Doctoral Fellow
    Center For Experimental Social Science- Nuffield And Flame University Jun 2017 - Jun 2018
    Pune, Maharashtra, India
    • Evaluated a local citizenship policy approach, from the design, programming, to implementation of computerized experiments with 200+ students from local Muslim and Hindu universities in Pune, India.
  • American University Of Beirut
    Pre-Doctoral Intern At The Environment And Sustainable Development Unit
    American University Of Beirut Aug 2017 - Sep 2017
    Beirut, Lebanon
    • Produced agriculture & nutrition knowledge content for exchange platform across the Middle East and North Africa• Conducted literature review of the development of human food systems from a historical lens• Volunteered for NGO Sawa for Development to understand nutritional challenges at long-standing refugee camps
  • International Food Policy Research Institute  (Ifpri)
    Administrative Coordinator, Environment And Production Technology Division
    International Food Policy Research Institute (Ifpri) Jul 2013 - Jun 2016
    Washington D.C. Metro Area
    • Working with agronomy experts, climate modelers and economists, coordinated a global climate and agricultural trade modeling program. • Supported donor and stakeholder research communication with data presentation and graphics creation.
  • International Center For Research On Women (Icrw)
    Development And Fundraising Intern
    International Center For Research On Women (Icrw) Jan 2013 - May 2013
    Washington D.C. Metro Area
    • Reviewed household surveys and desk research regarding gender issues in economic development.• Worked closely with India branch office on grant proposals development.
  • Intermedia Survey Institute
    Business Development Intern
    Intermedia Survey Institute Jul 2012 - Dec 2012
    Washington D.C. Metro Area
    • Aided proposal development for survey-based M&E projects of media and governance programs in Sub-Saharan Africa and Middle East North Africa• Oversaw the proposal development process on behalf of business development manager as needed
  • Grassroots Business Fund
    Communications/Operations Intern
    Grassroots Business Fund May 2011 - Aug 2011
    Washington, Dc
    • Researched and produced brief report on innovations in Bottom-of-Pyramid energy markets in East Africa and Latin America.
  • University Of Rwanda
    Grow Intern At The Rwanda Village Concept Project
    University Of Rwanda May 2010 - Jul 2010
    Butare, Rwanda
    • As part of a team of five delegates from the GlobeMed GWU Chapter, worked with students at the University of Rwanda to evaluate a maternal health and agricultural income project in Butare, including survey design for program participants

Kimberlee Chang Skills

Research International Relations Social Media Microsoft Office Powerpoint Non Profits Mandarin English Html/css International Development Community Outreach Microsoft Excel

Kimberlee Chang Education Details

Frequently Asked Questions about Kimberlee Chang

What company does Kimberlee Chang work for?

Kimberlee Chang works for Premise

What is Kimberlee Chang's role at the current company?

Kimberlee Chang's current role is Quantitative Social Scientist | Data Scientist | Research Manager.

What is Kimberlee Chang's email address?

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What is Kimberlee Chang's direct phone number?

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What schools did Kimberlee Chang attend?

Kimberlee Chang attended University Of Colorado Boulder, University Of Colorado Boulder, The George Washington University, Milton Academy.

What are some of Kimberlee Chang's interests?

Kimberlee Chang has interest in Poverty Alleviation, Education, Health.

What skills is Kimberlee Chang known for?

Kimberlee Chang has skills like Research, International Relations, Social Media, Microsoft Office, Powerpoint, Non Profits, Mandarin, English, Html/css, International Development, Community Outreach, Microsoft Excel.

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