David Wolski
Data & AI @ Shift Health
- Role
- Co-founder Head of Data & Ai at Shift Health
- Location
- Charlottesville, VA, US
- LinkedIn followers
- 500 followers
Experience
Co-founder Head of Data & Ai
Feb 2024 — Present · Charlottesville, VA, US
Led development of an AI-driven coaching system integrating mental health and wellness domains to address user needs for personalized health support, resulting in a holistic platform that delivers customized guidance• Identified limitations in generic coaching approaches and designed a dynamic fingerprinting system to capture key user data points, enabling personalized coach protocols and communication styles tailored to individual needs• Addressed challenge of inconsistent AI coach performance by building an LLM-based conversation evaluation system, resulting in measurable improvements in protocol adherence and context maintenance• Implemented LLM-simulated user personas to solve quality assurance challenges before launch, reducing post-release issues by rigorously testing system performance with diverse user scenarios• Combined regulated protocols with versatile language models to create a scalable, adaptive coaching solution, enabling continuous learning and personalization while maintaining compliance standards• Established comprehensive testing and monitoring frameworks to ensure consistent quality, leading to improved AI system performance and user satisfaction
Education
University of Strasbourg
Doctor of Philosophy (Ph.D.)
2012 — 2017
Eidgenössische Technische Hochschule Zürich
Master's Degree
2008 — 2010
Heidelberg University
Bachelor's Degree
2005 — 2008
Skills
- Life Sciences
- Systems Biology
- Critical Thinking
- Latex
- Western Blotting
- Graphpad Prism
- Flow Cytometry
- Microsoft Excel
- Data Visualization
- Flowjo
- Cell Biology
- Statistical Modeling
- Bioconductor
- Rnaseq
- R
- Problem Solving
- Immunology
- Data Analysis
- Research
- Microarray Analysis
- Science
- Microsoft Word
- Computer Repair
- Multivariate Statistics
- Cell Culture
- Transcriptomics
- Computer Maintenance
- Biochemistry
- Molecular Biology
- Statistics
- Polymerase Chain Reaction (Pcr)
- Multi-Color Flow Cytometry
Find verified contacts for anyone on LinkedIn
Unifers gives sales teams verified emails and direct dials, enriched profiles, and outreach that lands in the inbox.
Free plan included · No credit card required
This profile is compiled from publicly available professional sources. Unifers is not affiliated with or endorsed by LinkedIn. Request removal of this profile.