Juli Furjes
Cognitive Scientist · Tech-to-Human Designer
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Featured Work

Data Science Research Internship

Depression Trajectory Research

Statistical modeling and machine learning for longitudinal mental health data. Supported a PhD research project on depression trajectories through statistical modeling and machine learning. Identified optimal models for highly imbalanced longitudinal data, created visualizations for pattern analysis, and documented methodologies for research transparency.

PythonStatistical ModelingGEERandom ForestSMOTE-TomekData VisualizationResearch Documentation
MSc Thesis Research

Menopause & Cognitive Function Research

Longitudinal analysis of hormonal, cognitive, emotional, and social factors. Analyzed the integrated impact of hormonal, cognitive, emotional, and social factors during menopause using longitudinal data from 2,309 women. Applied linear mixed-effects models to identify how vasomotor symptoms, social support, and menopausal stages affect cognitive function and emotional wellbeing.

PythonLinear Mixed-Effects ModelsLongitudinal AnalysisK-NN ImputationWomen's Health Research
Full-Stack AI Platform

Lumen - AI Research Assistant

Full-stack AI platform for analyzing academic papers through conversational AI. An intelligent tool that helps researchers understand academic papers faster through natural conversation. Built with RAG architecture and 5 specialized analysis modes.

RAGNLPFastAPIOpenAIPrompt EngineeringReactTypeScriptPython
UX/UI Design & Frontend Development

Co-Creators Website

Repositioning an AI startup through storytelling-driven design. Repositioned an AI startup as a purpose-driven innovation partner through a single-page website blending tech with nature, using malachite-themed minimalism and storytelling-driven UX.

React (TSX)UX/UI DesignFrontend DevelopmentStorytelling DesignComponent Architecture
Standing
Lifting binoculars
Looking through binoculars
Depression Analysis
Depression Analysis
Data Science
Menopause Study
Menopause Study
Data Science
Lumen
Lumen
AI DevelopmentFrontendUX
Co-Creators Platform
Co-Creators Platform
FrontendUX