Open to opportunities

Fanqi Kong

@fanqikong

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Data and AI analytics professional specializing in data validation, KPI reporting, and executive dashboards.

United States

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What I'm looking for

I’m looking for full-time work where I can apply data validation, AI quality measurement, and KPI dashboarding to support operational decision-making, collaborate cross-functionally, and turn quality trends into clear executive insights.

I’m a data and AI analytics professional with hands-on experience in AI quality measurement, operational reporting, data validation, root-cause analysis, and dashboard development. I turn quality and workflow data into clear metrics, trends, and actionable recommendations using SQL, Python, Power BI, and advanced spreadsheets.

In my current role as a Technical Research Associate – AI Quality Validation & Analytics (Amazon AI Initiatives via Keywords Studios), I collect, clean, validate, and analyze operational quality data, build recurring KPI reports and executive presentations, and support decision-making through dashboards and cross-team analytics. I also conduct before-and-after quality analyses and developed an error-categorization and trend-analysis framework that contributed to an approximately 23.5% reduction in recurring quality issues.

Previously, I supported day-to-day AR/VR study operations at Reality Labs @ Meta via Qualitest by ensuring protocol compliance, documentation accuracy, and data integrity, and I managed research analytics and lab operations at SFSU, including EEG research workflows, SOPs, tracking systems, quality controls, and statistical analysis using ANOVA and regression. My professional ethos is simple: rigorous data quality and well-designed reporting make operational improvements measurable.

Experience

Work history, roles, and key accomplishments

Current

Technical Research Associate

Current

Amazon AI Initiatives via Keywords Studios

Sep 2025 - Present (11 months)

Selected for a specialized AI quality initiative, creating workflow documentation, quality guidance, and onboarding materials for reviewer cohorts. Built Google Sheets KPI dashboards and performed before-and-after quality analyses, contributing to an approximately 23.5% reduction in recurring quality issues.

AI In Quality Data Cleaning Data Validation Operational Reporting KPI Reporting Root Cause Analysis Trend Analysis

Research Assistant

Reality Labs @ Meta via Qualitest

May 2025 - Sep 2025 (4 months)

Owned day-to-day study operations for human-subject AR/VR research sessions, ensuring protocol compliance, participant experience, accurate documentation, and data integrity. Built spreadsheet-based operational trackers to monitor study progress, recurring issues, and data-quality trends, and troubleshot research hardware/software to keep studies running efficiently.

Study Operation Compliance Data Integrity Research Operations Troubleshooting

Co-Lab Manager

Cognitive Psychophysiological Laboratory

Jan 2023 - Feb 2025 (2 years 1 month)

Processed and analyzed behavioral datasets using ANOVA and regression while reviewing data accuracy, completeness, and consistency to support report and publication interpretation. Managed EEG research workflows, SOPs, tracking systems, quality controls, and research assistant training across multiple projects.

ANOVA regression EEG Research Workflows SOPs Quality Control Tracking Systems