Nadja Daffron
@nadjadaffron
Data analyst and AI workflow designer focused on scalable automation.
What I'm looking for
I am a detail-oriented Data Analyst and AI Workflow Designer with a foundation in neuroscience, research, and machine learning. I build AI-augmented pipelines that improve productivity and ensure data integrity.
In freelance and research roles I have constructed end-to-end annotation and preprocessing pipelines, automated dashboards, and delivered reproducible analysis scripts for cross-team use. My work emphasizes measurable impact, including substantial reductions in manual effort and validated accuracy checks.
I collaborate effectively across time zones using Agile and async workflows, and I translate technical results into executive summaries for both scientific and non-technical stakeholders. I prioritize data governance, ethical handling of datasets, and reliable ML workflows.
Technically, I work with Python, common ML frameworks, labeling tools, cloud storage, and version control, and I bring a growth mindset, proactive communication, and strong attention to detail to every project.
Experience
Work history, roles, and key accomplishments
AI Workflow Consultant
Self-employed
Jan 2024 - Present (1 year 9 months)
Built AI-assisted annotation pipelines and modular labeling interfaces that reduced manual tagging time by 60% and automated dashboard generation for client operations teams across distributed time zones.
Data & Research Analyst
Research Institute
Jan 2021 - Jan 2024 (3 years)
Analyzed neural time-series data and built reproducible data cleaning and preprocessing pipelines while producing executive summaries and meta-analyses compliant with data ethics protocols.
Education
Degrees, certifications, and relevant coursework
University of North Carolina at Asheville
Bachelor of Science, Neuroscience / Cognitive Science
Activities and societies: Relevant projects include data analysis with Python, ML-powered text annotation toolkit, and coursework in neuroscience and cognitive science.
Pursuing a Bachelor of Science in Neuroscience/Cognitive Science with coursework and project experience in data analysis and computational methods.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Job categories
Skills
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