- Selected for a position on the HR data team, acting as product liaison between client stakeholders, business leaders and data engineering teams.
- Leading an initiative with the Louis Vuitton warehouse to reduce repair backlogs and boost artisan efficiency, building performance metrics that support data-backed promotion decisions.
- Built and deployed a supply chain Power BI dashboard, turning complex operational needs into clear success metrics through requirements gathering and usability studies.
- Integrating AI development tools and responsible AI practices (accuracy reviews, bias mitigation) into data pipelines.
Esther Tran
Product + data person. I make sure the numbers and the people agree with each other.
HR Data Transformation & AI Intern at Louis Vuitton in New York. Before that: product management in mental health, LLMs for clinical trials and a sensor that detects period leaks.
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roleHR Data Transformation & AI Intern, Louis Vuittonbased_inNew York, NYdomainsHealth · AI · Fashionstatusopen_to_opportunities = TRUE
-- about.md
Biosystems engineering degree, statistics on the side. Three years in clinics taught me how healthcare actually runs. Then I got into building the tools: a leak-detecting wearable, an LLM chatbot for clinical trials and product work for a mental health clinic.
Now I build HR data pipelines and dashboards at Louis Vuitton. It turns out people data needs the same care as patient data, just with better handbags.
Projects
4 rows · click a row to expandExperience
ORDER BY start_date DESC- Ran user research and qualitative interviews to find friction points, informing the feature roadmap and boosting product adoption by 25%.
- Led the College Student Mental Health Campaign: strategy, outreach and multi-channel activation for high-need populations.
- Built partnerships with UC Davis Health & Wellness and student organizations to widen access to care.
- Worked with engineering and design on product requirements and milestones, and used SQL to track post-launch performance.
- Designed HIPAA-compliant outreach assets in Figma.
- Managed a client project for a bioinstrumentation professor: a shredding and heat press system that turns discarded PLA into even sheets for laser cutting.
- Ran usability and validation testing through CAD modeling.
- Won 1st Place Best Pitch leading a cross-functional team through market research, product mission definition and rapid prototype testing.
- Analyzed user datasets with statistical models to evaluate product trade-offs, improving scenario forecasting accuracy by 70%.
- Designed and trained an LLM-based chatbot in Python that guides clients toward relevant clinical trials.
- Applied NLP to extract, clean and tokenize transcript data; contributed to parsing pipelines and weekly code reviews.
- Owned the roadmap from idea to prototype; integrated Arduino sensors with a mobile UX.
- Validated 90% detection accuracy and pitched to 200+ attendees, securing faculty sponsorship.
-- archived Before tech, three years in clinics: Certified Nursing Assistant at Care Indeed, plus medical receptionist and physician intern with Dr. John Dang (2021–2024). Hence the bedside manner.
Skills
Product
Product strategyUser researchPRDsUsability testingAgileMarket research
Data
SQLPythonPower BIExcelStatistics
AI
Prompt engineeringGenerative AIResponsible AINLP
Build & design
FigmaCADArduino
Education & credentials
education
B.S. Biological Systems Engineering, Minor in Statistics
University of California, Davis · 2021 – 2026
research
Undergraduate Research Assistant
University of California, Davis · Oct 2022 – Jun 2024
Advised by Dr. Jelmer Eerkens, supporting PhD student Diana Malarchik. Transcribed cursive San Francisco mortuary records to study dentition and health trends in 19th-century San Francisco.
certificationsInside LVMHGenerative AI Fast TrackData Fast Track
honors1st Place Best Pitch, Product SpaceDean’s ListAP Scholar with Honor
languages
EnglishNative
VietnameseLimited working
SwedishElementary
Volunteering
May 2022 – Sep 2023
Health Educator
Health Education and Promotion
Raised awareness of mental, sexual and physical health through tabling and wellness events; 30+ service hours per quarter.
May 2022 – Sep 2023
Peer Tutor
CS Tutoring
Tutored intro Python students on a weekly basis and stayed on call via Discord for debugging and Gradescope rescues.
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Let’s build something.
Product roles, data roles, or a good question about people analytics. I reply faster than most ETL jobs.