Michelle W.

Key Skills

Software

Other

Top Subject Matter

Agriculture Domain Expertise

climate change adaptation

community research

Top Data Types

Text

Computer Code Programming

Document

Top Task Types

Data Collection

Freelancer Overview

Vanderbilt University — Graduate Research Assistant / Research Assistant (Research, data quality assurance, and evaluati. Brings 17+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other. Education includes Master of Arts, N/A (2016) and Bachelor of Arts, N/A (2010). AI-training focus includes data types such as Text and labeling workflows including Evaluation, Rating, and Data Collection.

Labeling Experience

HOPE International — SG Multiply Program Manager / Senior SG Multiply Program Manager (M&E system and evaluation tooling)

OtherText

Designed and implemented data-driven monitoring systems and evaluation tools to improve reporting accuracy, operational efficiency, and data reliability for multi-country savings group initiatives. Pilot-tested and integrated digital data collection solutions to reduce latency and errors while enabling timely interventions and impact assessment. Coordinated standardization of training methodologies and impact measurement tools across sites to support consistent, comparable data collection. • Built monitoring & evaluation tools aligned with industry standards. • Reduced data errors/latency via technology adoption and mobile data collection pilots. • Standardized impact measurement tools and reporting approaches across multiple sites. • Authored detailed project updates and impact stories communicated to partners and donors.

2022 - 2025

HOPE International — Technical Advisor / Program Advisor (Localization and linguistic adaptation supporting program data/communications)

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Developed and localized culturally tailored program materials and communications across multiple linguistic contexts to improve participant comprehension and engagement. Reviewed and adapted language content for local relevance, supporting accurate understanding during training and data-driven program delivery. Applied linguistic and cultural adaptation practices to improve feedback integration and beneficiary voice capture. • Localized program tools and documentation across French and English. • Adapted training curricula to reflect regional linguistic and cultural variances. • Integrated beneficiary feedback collection mechanisms to improve engagement metrics. • Delivered training on data literacy and cultural competency to partners and staff.

2018 - 2022

HOPE International — Program Advisor / Technical Advisor (M&E data collection, analysis, and reporting quality)

OtherTextData Collection

Provided field-level monitoring and evaluation support that involved data collection protocols, reporting, and verification to improve measurement quality for savings group programs. Conducted assessments and analyzed field data to inform program refinements and stakeholder communications, supporting more accurate impact reporting. Advised on implementation of data collection and reporting procedures to improve accuracy and timeliness of program metrics. • Enhanced data collection and reporting protocols for improved metric accuracy. • Conducted and analyzed field assessments to tailor interventions. • Supported monitoring and evaluation quality assurance and compliance reporting. • Contributed to impact narratives and case studies used for donor engagement.

2017 - 2019

Vanderbilt University — Graduate Research Assistant / Research Assistant (Research, data quality assurance, and evaluation)

OtherText

Managed qualitative and quantitative research workflows requiring data collection, analysis, and data quality assurance for an NSF-funded, interdisciplinary climate change study. Authored and prepared survey materials and community profiles to support consistent measurement and evaluation across field sites. Trained local enumerators and coordinated field logistics to ensure reliable data capture and ethical research conduct. • Coordinated data collection with qualitative and quantitative components. • Ensured data quality and consistency through enumerator training and oversight. • Produced analytical outputs and policy-relevant documentation via white papers. • Supported dissemination of findings with academic and field partners.

2014 - 2016

Education

Work History