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Nadja DaffronND
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Nadja Daffron

@nadjadaffron

Data analyst and AI workflow designer focused on scalable automation.

Zimbabwe
Message

What I'm looking for

I seek roles building scalable AI-augmented data pipelines, prioritizing cross-functional collaboration, ethical data practices, and opportunities to automate repetitive workflows and deliver measurable impact.

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

SE
Current

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.

RI

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 logoUA

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.

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Nadja Daffron - AI Workflow Consultant - Self-employed | Himalayas