Emma Vernassa-Research-Trained Psychologist and AI Evaluation Specialist
Check rate
Experience
AI Model Evaluation Contractor
Outlier
- Led quality assurance for AI-generated outputs, scoring responses against defined guidelines for accuracy, relevance, completeness, and adherence within a distributed review workflow.
- Identified recurring failure patterns and edge cases across reviewed content, documenting findings to drive process consistency and reduce defect rates.
- Applied structured, psychometrics-informed criteria to standardize evaluation decisions and maintain data quality across a remote, distributed team environment.
Autism, Trauma and PTSD Risk (Master's Proposal)
UNICA
- Developed a PRISMA-compliant systematic-review protocol across PubMed, PsycINFO, and Web of Science, emphasizing transparent and reproducible methodology.
Between Words and Wounds (TER, Completed)
UNICA
- Led a randomized controlled trial (n=10) end-to-end: designed the study protocol and procedures, executed standardized measures (PSS-10, MAIA-2), ran statistical analysis (ANOVA), and delivered a client-ready visual summary for a patient association.
Public-Education Infographics on ASD
UNICA
- Developed accessible visual summaries and infographics on Autism Spectrum Disorder (ASD), translating complex clinical and scientific information into clear, evidence-based content.
- Synthesized research findings, diagnostic concepts, and psychoeducational information into concise, visually structured resources for non-specialist audiences.
- Adapted terminology and content for international audiences, prioritizing scientific accuracy, clarity, accessibility, and responsible communication of neurodevelopmental topics.
Research Summary Infographic
private practice
- Produced a plain-language visual summary of trial results tailored to stakeholder needs, translating technical outcomes into clear, actionable metrics for a patient association.
Impact of Interoceptive Sensitivity on Academic Task Initiation
UNICA
- Owned the full research cycle from protocol design and participant recruitment through quantitative analysis and interpretation for a correlational study.
Pitch and Presentation Design Consultant
Athos Monaco
- Design and refine high-impact presentations that translate complex service offerings into clear, persuasive narratives for clients and partners across an international context.
Clinical Psychology Intern
Private Practice, Dr. Astrid Kremer (PhD, Developmental Psychopathology)
- Managed the assessment workflow for 350+ cases (336 clinical hours), applying consistent, standardized procedures and differential diagnostic reasoning across a high-volume caseload.
- Administered and scored standardized tools (WISC-V, WAIS-IV, ADOS-2, ADI-R) following established protocols, synthesizing findings into structured, client-ready reports for cross-disciplinary stakeholders.
- Coordinated across 20+ external stakeholders spanning hospitals, schools, clinics, institutions, and companies, including psychiatrists, teachers, and special educators, translating complex clinical findings into clear, evidence-informed recommendations.
Clinical Observer
Pediatric Psychotrauma Assessment Center (CE2P), Lenval Hospital
- Administered standardized assessment tools (WISC-V, PCL-5) within a defined, multidisciplinary evaluation process, contributing to healthcare research and differential analysis across several conditions.
Private Tutor
Independent
- Delivered individualized, year-long coaching to two students, adapting structured learning plans to each student's profile and tracking progress against defined goals.
Product and Growth
REAVE (Esports Ticketing and Community Platform)
- Product Vision & Messaging, Naming, Competitive Research Designed and executed competitive analysis to validate positioning and benchmark performance metrics, translating findings into testable, measurable assumptions to drive KPI-informed decisions
Industry experience
See where this freelancer has spent most of their professional time.
Experienced in Healthcare, Information Technology, Education, Sport, and Professional Services.
Business area experience
See which departments and functions this freelancer has contributed to most.
Experienced in Research and Development, Marketing, Business Intelligence, Product Development, Strategy, and Operations.
Summary
Research-trained psychologist and AI evaluation specialist transitioning into data operations and team leadership in life sciences. Brings hands-on QA ownership, high-volume workflow management, and cross-functional coordination across clinical, research, and technology environments. Proven track record designing and enforcing standardized procedures, identifying process gaps, and translating complex findings into clear, actionable outputs for international stakeholders. Combines foundational life sciences and pharmacology knowledge with a structured, data-informed approach to quality and operations.
Skills
Data And Operations
- Data Quality Assurance (Qa)
- Workflow Design And Governance
- Process Management And Optimization
- Standardized Procedures And Protocol Design
- Kpi Definition And Tracking
- Statistical Analysis (Anova, Correlational)
- Quantitative And Mixed-Methods Research
- Data Annotation
- Microsoft Excel And Powerpoint
- Python (In Progress)
Life Sciences
- Pharma Industry Knowledge
- Pharmaceutical Sciences (Foundational)
- Pharmacology
- Bioethics
- Clinical Research
- Healthcare Research
Leadership And Collaboration
- Team Leadership (Co-Founder)
- Multidisciplinary Supervision And Coordination
- Cross-Functional Collaboration
- Remote And International Teamwork
- Client Communication
- Presentation Development
Research And Tools
- Experimental And Mixed-Methods Design
- Prisma Systematic-Review Methodology
- Pubmed
- Psycinfo
- Web Of Science
- Competitive Analysis
- Evidence-Based Practice
Languages
Education
Université Côte d'Azur
Bachelor's degree · Psychology · France · Ranked 16/277
Université Côte d'Azur
Life Sciences/Biology · France
Université Côte d'Azur
PASS · Health Sciences Access Track · France
Certifications & licenses
Victimology
MOOC
Introduction to Brief Therapy
AFPRO
Introduction to EMDR
AFPRO
Evidence-based practice
MOOC
Mental Health First Aid (PSSM)
Statistics
Experience
Global experience
Expertise
Qualifications
Profile
Frequently asked questions
Have questions? Find more information here.
Emma is based in Biot, France and prefers 100% remote projects.
Emma speaks the following languages: French (Native), English (Advanced).
Emma has at least 5 years of experience. During this time, Emma has worked in at least 11 different roles and for 8 different companies. The average length of individual experience is 5 months. Note that Emma may not have shared all experience and actually has more experience.
Based on recent experience, Emma would be well-suited for roles such as: AI Model Evaluation Contractor, Autism, Trauma and PTSD Risk (Master's Proposal), Between Words and Wounds (TER, Completed).
Emma's most recent position is AI Model Evaluation Contractor at Outlier.
In recent years, Emma has worked for Outlier, UNICA, private practice, Athos Monaco, Private Practice, Dr. Astrid Kremer (PhD, and Developmental Psychopathology).
Emma is most experienced in industries like Healthcare, Education, and Information Technology. Emma also has some experience in Sport and Professional Services.
Emma is most experienced in business areas like Research and Development, Marketing, and Business Intelligence. Emma also has some experience in Product Development, Strategy, and Operations.
Emma holds a Bachelor in Psychology from Université Côte d'Azur.
Emma has 5 certificates. Among them, these include: Victimology, Introduction to Brief Therapy, and Introduction to EMDR.
Emma is immediately available part-time for suitable projects.
Daily rate distribution
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Average rates for similar positions
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The average daily rate is the mean of all daily rates from recent contracts of comparable freelancers on our platform.
The median daily rate is the middle value of all daily rates — half of comparable freelancers charge less, half charge more. Unlike the average, it is barely affected by outliers.
Calculated based on our freelancers’ daily rates as of 31 Aug 2026. Actual rates may vary depending on seniority level, experience, skill specialization, project complexity, and engagement length.
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