Elnaz Alikarami
Neuroscience · Research Infrastructure · Health Data · Digital Health · AI Product Strategy
Professional Profile
Interdisciplinary research, data, and product professional with a background spanning neuroscience, clinical healthcare, research infrastructure, digital health, artificial intelligence, scientific communication, and product strategy.
My career has evolved from conducting behavioural and clinical neuroscience research to designing the systems, workflows, products, and communities that enable research and technology to create real-world impact. I have led human-subject research, developed neuroimaging and physiological-data workflows, designed research-data infrastructure, coordinated scientific programs and multidisciplinary communities, developed digital-health research and pilot frameworks, and contributed to AI-enabled product development and commercialization.
I am particularly interested in complex problems at the intersection of science, data, technology, and people: understanding the underlying problem, identifying gaps, translating needs across disciplines, designing appropriate systems or workflows, and developing solutions that are rigorous, usable, reproducible, scalable, and meaningful.
Areas of Expertise
Research & Neuroscience
Neuroscience · Human Behaviour · Cognitive Neuroscience · Clinical Neuroscience · Chronic Pain · Neuroimaging · Human-Subject Research · Experimental Design · Evidence Synthesis
Research Infrastructure & Data
Research Data Management · Data Architecture · BIDS · FAIR Principles · Metadata · Data Governance · Data Validation · Reproducible Workflows · Open Science · Research Computing
Digital Health & Physiological Sensing
Digital Biomarkers · EEG · HRV · Sleep · Wearable Technologies · Behaviour Change · Recovery · Physiological Monitoring · Multimodal Data
Artificial Intelligence & Product
AI-Enabled Products · Product Strategy · Product Architecture · Requirements · User Research · Recommendation Systems · Personalization · Multimodal Search · Product Analytics
Programs, Operations & Partnerships
Project Management · Research Administration · Budget Management · Scientific Events · Stakeholder Engagement · Cross-Functional Coordination · Pilot Design · Process Improvement · Customer Discovery
Communication & Community
Scientific Writing · Knowledge Translation · Presentations · Research Networks · Educational Programs · Community Building · Outreach · Scientific Communication
Professional Experience
Research & Product Strategy Lead
Brave Eagle Software Technologies · 2026–Present
Work across research, product strategy, AI development, user experience, analytics, and commercialization for an AI-enabled commerce solution.
- Lead and coordinate multidisciplinary product initiatives involving AI, engineering, UX, research, and business contributors.
- Translate customer and business problems into product requirements, user journeys, technical specifications, research questions, user stories, acceptance criteria, and measurable outcomes.
- Contribute to product strategy across AI-enabled capabilities including product tagging, smart recommendations, multimodal search, catalog enrichment, personalization, and retail intelligence.
- Design measurement and evaluation frameworks around conversion, average order value, search success, recommendation performance, catalog efficiency, and user engagement.
- Conduct customer discovery, prospect research, pilot planning, and evaluation design with prospective retail clients.
- Develop product documentation, presentations, user journeys, technical requirements, website messaging, commercial materials, and stakeholder resources.
- Coordinate sprint planning, prioritization, task ownership, testing, documentation, development workflows, and stakeholder communication.
- Identify workflow and delivery gaps and develop practical processes to improve project visibility, accountability, and execution.
- Help bridge AI and engineering work with user needs, product strategy, client requirements, and commercialization.
- Developed a proposed retail pilot with UCHUU Boutique, including needs discovery, solution positioning, pilot structure, implementation planning, and evaluation strategy.
Research Strategist & Project Manager
RAINLAB Quantum · 2025–2026
Led research and product-development activities at the intersection of neuroscience, physiology, behavioural science, wearables, AI, and digital health.
- Developed research and analytical frameworks involving HRV, EEG, sleep, wearable devices, behavioural data, and motion-sensor data.
- Designed data-acquisition workflows, participant journeys, measurement strategies, outcome definitions, feature frameworks, validation approaches, and evaluation plans.
- Developed digital-health concepts addressing sleep, recovery, biofeedback, smoking cessation, heat and cold exposure, cognitive performance, and behaviour change.
- Conducted literature reviews and evidence synthesis to guide physiological measurement choices, intervention design, product validation, and scientific strategy.
- Designed prospective pilot programs, research protocols, workshop concepts, educational programs, and evaluation frameworks.
- Translated neuroscience and physiological evidence into accessible partner-facing materials, one-pagers, presentations, educational resources, and product concepts.
- Conducted prospect research and direct outreach to wellness organizations, spas, fitness and yoga organizations, and other prospective program partners.
- Contributed to partnership strategy, customer discovery, product positioning, research planning, and commercialization.
- Developed research and product concepts for the Recovery Intelligence initiative, integrating wearable data, behavioural measures, and personalized recovery insights.
- Organized and contributed to scientific education initiatives, including “Sauna & Cold Therapy for Brain Longevity” — June 16, 2026.
- Designed workshop and pilot frameworks for prospective external partners; these programs reached the research and design stage but were not deployed before the engagement concluded.
Research Administrator & Lab Manager
The Neuro — Montreal Neurological Institute, McGill University · 2024–2025
Managed research operations, scientific programming, administration, budgets, and research-data systems within a multidisciplinary systems-neuroscience laboratory.
- Coordinated daily research operations across investigators, trainees, institutional departments, research-software developers, vendors, and external collaborators.
- Redesigned laboratory research-data infrastructure across multiple storage arrays, increasing available storage capacity by approximately 40% while improving long-term organization and accessibility.
- Developed a modular BIDS-inspired directory and metadata architecture for organizing neuroscience research data.
- Developed Python-supported utilities and workflows for data migration, conversion, validation, documentation, and research-data organization.
- Implemented improved data governance, access permissions, backup, archival, documentation, and tracking practices across NAS and cloud environments.
- Supported FAIR, Open Science, reproducibility, and research-data-management principles through improved data organization and documentation.
- Managed budgets, purchasing, procurement, vendor coordination, reimbursements, scheduling, administrative processes, and research documentation.
- Developed operational tools, workflow documentation, and tracking systems supporting laboratory planning and project coordination.
- Coordinated the Systems Neuroscience Seminar Series, including speaker communication, logistics, scheduling, promotion, and event delivery.
- Coordinated a dedicated DataJoint seminar focused on research data infrastructure and scientific workflows.
- Helped organize Pre-COSYNE Brainhack 2025 at Mila — March 25–26, 2025, coordinating registration, participant communication, speakers, partner organizations, scheduling, logistics, documentation, procurement, and event operations.
- Served as a liaison among researchers, institutional services, external collaborators, and technical partners.
Communications & Outreach Manager
Réseau Sommeil / Quebec Sleep Research Network · 2024–2025
Led communications, scientific engagement, community development, and knowledge-translation activities for a multidisciplinary provincial sleep-research network.
- Developed and implemented communication and engagement strategies connecting researchers, clinicians, trainees, healthcare professionals, institutions, industry, and community partners.
- Produced bilingual scientific communications, newsletters, event materials, promotional resources, digital campaigns, and educational content.
- Translated complex sleep, neuroscience, and digital-health research into accessible resources for scientific, professional, and public audiences.
- Planned and coordinated workshops, retreats, networking activities, and research-community initiatives.
- Managed event promotion, registrations, participant communication, speaker coordination, scheduling, logistics, and stakeholder follow-up.
- Coordinated communications and engagement for the Mini-Retreat on Wearable Sleep Monitoring Technologies — November 13, 2024, which attracted approximately 130 registrations.
- Supported collaborations across universities, hospitals, research institutes, healthcare organizations, and industry partners.
- Tracked communication, engagement, and program indicators to inform outreach and planning decisions.
Research Experience
Doctoral Researcher — Clinical Neuroscience & Chronic Pain
Alan Edwards Centre for Research on Pain, McGill University · 2020–2023
- Designed and led a human neuroimaging project investigating the trajectory, structural characteristics, and connectivity of the trigeminal nerves in individuals with and without chronic painful temporomandibular disorders.
- Developed the research question, study protocol, ethics documentation, recruitment procedures, clinical assessments, MRI workflows, and analysis plans in collaboration with clinical and neuroimaging researchers.
- Managed participant recruitment, screening, informed consent, clinical scheduling, MRI acquisition, behavioural data collection, study documentation, and quality assurance.
- Processed, validated, and analyzed diffusion MRI and behavioural data using FSL, MATLAB, Python, and R.
- Developed and refined diffusion MRI and tractography workflows for investigating trigeminal pathways.
- Integrated neuroimaging, clinical, behavioural, and methodological information to investigate chronic-pain mechanisms.
- Developed research protocols, analysis plans, literature reviews, evidence syntheses, presentations, and reproducible research documentation.
- Contributed to successful grant development and received competitive doctoral research funding.
- Presented the project at the Canadian Pain Society Annual Scientific Meeting, 2022.
- Collaborated across pain neuroscience, dentistry, neuroimaging, clinical research, statistics, and quantitative methods.
Graduate Researcher — Behavioural Neuroscience
Canadian Centre for Behavioural Neuroscience, University of Lethbridge · 2018–2020
- Designed and conducted human behavioural research examining social influence, belief formation, metacognition, and decision-making.
- Developed experimental paradigms and participant protocols integrating cognitive psychology and behavioural neuroscience.
- Managed participant recruitment, experimental procedures, behavioural-data acquisition, quality control, and research documentation.
- Used Python and R to clean, structure, analyze, visualize, and interpret behavioural datasets.
- Applied quantitative and statistical methods to characterize social and individual influences on judgment.
- Interpreted findings in the context of cognitive and social-neuroscience theories.
- Prepared results for scientific presentations and manuscript development.
Research Assistant — Cognitive Neuroscience
Institute for Research in Fundamental Sciences (IPM), Tehran · 2008–2018
- Contributed to multidisciplinary human-neuroscience projects investigating sensory perception, decision-making, metacognition, Parkinson’s disease, and cognitive processes.
- Supported study design, participant recruitment, behavioural-data collection, neuropsychological assessment, and quantitative analysis.
- Collaborated with interdisciplinary research teams and developed early training in experimental cognitive neuroscience.
Laboratory Trainee — Experimental Neuroscience
Neuroscience Research Center, Shahid Beheshti University · 2015–2016
- Received practical training in electrophysiological recording techniques, experimental neuroscience methods, and preclinical research procedures.
- Participated in laboratory training involving animal handling and experimental protocols.
Selected Systems, Products & Solutions
Clinical Data Fabric / Research Semantic Operating System (RSOS)
Clinical Data Infrastructure · Health Data · AI-Ready Architecture
Designed a modular clinical-data system intended to integrate heterogeneous healthcare and research data into a unified, traceable, analysis-ready environment.
The project addresses a recurring challenge in clinical research: patient and study data are often distributed across incompatible sources, formats, naming conventions, and standards. The architecture provides a common semantic and operational layer for ingestion, standardization, validation, lineage, analysis, and regulatory-oriented export.
Design areas
Multi-source clinical-data ingestion · Canonical data models · Semantic mapping · Metadata cataloguing · Data validation and correction · Data lineage and provenance · Derived-variable management · Regulatory-oriented exports · Role-based access control · REST APIs · AI-ready transformation · Interoperability strategy
FHIR · HL7 · CDISC · SDTM · ADaM · LOINC · MedDRA · REST APIs · Python
Role: System Architecture · Product Strategy · Data Modeling · Clinical Data Design · Technical Architecture
Public repository: github.com/Elnazkarami/clinical-data-fabric- · Case study
N-DOS — Neural Data Organization Standard
Research Data Infrastructure · Open Science · Reproducibility
Designed a laboratory-level framework addressing neuroscience data organization across the research lifecycle.
N-DOS emerged from a practical gap observed in neuroscience laboratories: community standards such as BIDS and NWB are highly valuable, but substantial inconsistency can emerge before research data reaches the point where those standards are applied. The framework introduces conventions for organizing raw, processed, and analysis data while supporting structured metadata, provenance, validation, reproducibility, project scaffolding, and interoperability with established community standards.
Core components
Research-data architecture · Metadata conventions · Provenance tracking · Data validation · FAIR data principles · Workflow standardization · BIDS/NWB interoperability · Project scaffolding · Python automation utilities · Research-data lifecycle management
Role: Concept Development · Technical Architecture · Research Data Strategy · Open Science
Recovery Intelligence
Digital Health · Physiological Analytics · Personalized Interventions
Developed the research and product architecture for a digital-health concept designed to transform wearable, physiological, and behavioural information into interpretable recovery insights.
The work explored how continuous or repeated physiological measurements could be connected with evidence-based interventions and behavioural context to support more personalized approaches to recovery, stress regulation, sleep, and resilience.
HRV · Sleep · Physiological monitoring · Wearable integration · Recovery metrics · Heat and cold exposure · Behavioural interventions · Digital biomarkers · Personalized recommendations · AI-supported insights
Role: Research Strategy · Product Strategy · Measurement Framework · User Journey Design · Pilot Design
Brave Eagle AI Commerce Solution
AI Commerce · Product Discovery · Personalization
Contribute to the development of an AI-enabled commerce solution designed to improve how retailers structure product information, help customers discover relevant products, and personalize the shopping experience.
Solution capabilities
AI Product Tagging · Smart Recommendations · Multimodal Search · Product Enrichment · Personalization · Catalog Intelligence · Customer and Product Analytics
My contributions
Product strategy and requirements · Customer and user needs analysis · User stories and acceptance criteria · Cross-functional coordination across AI, engineering, UX and business · Measurement and evaluation frameworks · Customer discovery · Pilot design · Product documentation · Product positioning · Commercialization planning
Role: Product Strategy · Project Management · Research · Customer Discovery · Pilot Design · Measurement · Commercialization
Sudoforge
Independent Venture · 2026–Present · Behavioural Design · Productivity · Human–AI Collaboration
Co-developing an independent venture exploring the intersection of cognitive science, productivity, behavioural design, physical tools, and artificial intelligence.
The initial products use structured paper-based planning to support focus, deep work, reflection, and behavioural self-monitoring, with a longer-term vision of connecting physical planning tools to intelligent digital experiences.
Focus Sprint Planner · Deep Work Planner · Behavioural self-monitoring · Focus and deep-work metrics · Photo-to-dashboard workflows · AI-assisted reflection · Companion digital experience · Subscription product concepts
Role: Co-Founder · Product Strategy · Behavioural Design · UX · Commercialization
Education
Master of Science (M.Sc.) — Neuroscience
Canadian Centre for Behavioural Neuroscience, University of Lethbridge · 2018–2020
Thesis: The Neuroscience of Social Influence in Believing False Information
- Investigated how social context and social information influence belief formation, judgment, and decision-making.
- Designed and conducted human behavioural experiments integrating experimental psychology, neuroscience, and quantitative analysis.
- Developed participant protocols and experimental paradigms and managed recruitment, data collection, quality control, and analysis.
- Used Python and R for statistical analysis, data visualization, and interpretation.
- Received approximately C$66,000 in Graduate Scholarship and Research Fellowship funding.
Doctor of Dental Surgery (DDS)
Tehran Azad University of Dentistry · 2009–2015
Thesis: Association Between Insurance Coverage, Socioeconomic Status, and Dental Caries Among Schoolchildren in Tehran
- Designed and conducted quantitative epidemiological research examining socioeconomic, insurance, and oral-health variables.
- Completed comprehensive clinical training in diagnosis, treatment planning, patient management, prevention, and evidence-based care.
Bachelor of Science (B.Sc.) — Cellular & Molecular Biology
University of Tehran · 2008–2013
Honours thesis: A Meta-analysis of Molecular Triggers of Apoptosis as Therapeutic Targets in Cancer Treatment
- Conducted scientific literature synthesis and quantitative evidence evaluation.
- Developed foundational training in molecular biology, experimental research methods, statistics, and scientific reasoning.
Grants, Fellowships & Awards
Publications & Presentations
Peer-reviewed publications
Manuscripts in preparation
Conference & poster presentations
Teaching Experience
Graduate Teaching Assistant
Department of Neuroscience, University of Lethbridge · 2018–2020
Courses: Principles of Neuroscience · Introduction to Cognitive Neuroscience · Behavioural Neuroscience · Clinical Neuroscience. Supported undergraduate teaching, neuroscience instruction, student learning, academic assessment, and course activities.
Biology & Neuroscience Instructor
Farzanegan / National Organization for Development of Exceptional Talents (NODET), Tehran · 2008–2014
- Designed and delivered advanced biology and introductory neuroscience instruction for gifted middle- and high-school students.
- Developed research-oriented teaching materials and neuroscience curricula later incorporated into NODET science education.
- Mentored students conducting independent scientific projects and prepared students for Biology Olympiad competitions.
- Collaborated with faculty on interdisciplinary science-education initiatives.
Undergraduate Teaching Assistant
Department of Biology, University of Tehran · 2011
Course: Genetics Laboratory. Supported undergraduate laboratory teaching and experimental training.
Academic, Professional & Community Leadership
Committee Member / Co-Chair
Neuromatch Academy · 2020–Present
- Serve in international leadership and volunteer roles supporting computational-neuroscience education and scientific community development.
- Co-Chair of Inclusivity, Diversity & Outreach initiatives focused on improving access to neuroscience education.
- Contributed across communications, social media, applicant review, educational-program planning, technical support, visual communication, marketing, and financial development.
- Supported international educational initiatives reaching 1,000+ participants across 60+ countries.
- Contributed as a co-author to Neuromatch Academy’s peer-reviewed publication in Trends in Cognitive Sciences.
Executive Committee Member
Quebec Network of Junior Pain Investigators (QNJPI) · 2023–2024
- Contributed to scientific community building, professional development, and networking initiatives for early-career pain researchers.
- Led sponsorship development and financial coordination for PAINtalks 2023, securing approximately C$50,000 in sponsorship and funding.
- Developed sponsorship materials and partnership packages and conducted outreach to prospective academic and industry supporters.
- Supported scientific communications, event planning, and professional networking activities.
Executive Board Member
High School Cognitive Neuroscience Competition, Iran · 2013–2018
- Co-developed and delivered educational workshops in neuroscience, electrophysiology, and psychophysics.
- Authored educational notes, tutorials, and laboratory instructions; mentored high-school students undertaking research projects.
- Participated in scientific judging, program evaluation, strategic planning, and organizational decision-making.
- Contributed to the development of a national neuroscience education initiative for secondary-school students.
Non-Resident Member
Interdisciplinary Neuroscience Research Program, Tehran University of Medical Sciences · 2008–2010
Contributed to scientific workshops, conferences, journal clubs, and interdisciplinary neuroscience activities.
Healthcare & Community Service
General Dentist
Clinical Practice, Iran · 2015–2018
- Provided diagnosis, treatment planning, restorative care, preventive treatment, and patient education.
- Maintained detailed clinical records and integrated diagnostic information with medical and dental histories.
- Supported clinic operations, patient safety, infection control, and healthcare communication.
Staff Dentist
Iran Society of Protecting Children in Labor · 2013–2015
- Served as lead dentist in a community clinic providing care to underserved children and adolescents aged 3–18.
- Delivered preventive and restorative dental care, treatment planning, oral-health education, and follow-up.
- Supported families and children facing socioeconomic barriers to healthcare access.
Selected Scientific & Professional Programs
Pre-COSYNE Brainhack 2025 — Mila
March 25–26, 2025 · Open Neuroscience · Research Software · Reproducibility
Coordinated logistics, registration, participants, speakers, research organizations, communications, documentation, procurement, and event delivery for a collaborative neuroscience hackathon held immediately before COSYNE.
Mini-Retreat on Wearable Sleep Monitoring Technologies
November 13, 2024 · Sleep Science · Digital Health · Wearable Technologies
Coordinated communications, registration, speakers, logistics, event materials, stakeholder engagement, and delivery for a multidisciplinary research event attracting approximately 130 registrations.
Systems Neuroscience Seminar Series & DataJoint Seminar — The Neuro
Scientific Programming · Speaker Coordination · Research Infrastructure
Coordinated seminars connecting researchers and trainees around current systems-neuroscience research, including a dedicated seminar on modern research-data workflows and infrastructure.
Sauna & Cold Therapy for Brain Longevity
June 16, 2026 · Digital Health · Physiology · Knowledge Translation
Developed and supported scientific educational programming translating research on heat, cold, physiology, and recovery into accessible content.
PAINtalks 2023
Scientific Conference · Sponsorship · Community Building
Led sponsorship and financial-development activities, contributing to approximately C$50,000 in secured sponsorship and funding.
Technical & Research Skills
Research Methods
Experimental Design · Human-Subject Research · Clinical Research · Behavioural Research · Study Coordination · Participant Recruitment · Informed Consent · Research Ethics · Protocol Development · Literature Review · Evidence Synthesis · Knowledge Translation
Neuroimaging
Diffusion MRI · Structural MRI · Tractography · FSL · FreeSurfer · SPM · Neuroimaging Quality Control · Neuroimaging Workflow Development
Physiological & Digital Health Data
EEG · HRV · Wearable Sensors · Sleep Metrics · Behavioural Data · Physiological Monitoring · Digital Biomarkers · Multimodal Measurement
Programming & Data Science
Python · R · SQL/MySQL · MATLAB · pandas · NumPy · scikit-learn · Matplotlib · Jupyter · SPSS · Tableau · Advanced Microsoft Excel
Research Infrastructure & Data Management
BIDS · FAIR Principles · Metadata · Data Governance · Data Validation · Research-Data Lifecycle Management · Git/GitHub · Linux/Ubuntu · NAS/Cloud Storage · Version Control · Reproducible Workflows
Product & AI
Product Strategy · Requirements Definition · User Stories · Acceptance Criteria · AI Personalization · Recommendation Systems · Multimodal Search · Product Analytics · Customer Discovery · Pilot Design · Product Validation · Roadmapping · Commercialization
Project & Operations
Project Planning · Cross-Functional Coordination · Budget Management · Procurement · Vendor Management · Risk & Issue Tracking · Process Improvement · Documentation · Scientific Events · Stakeholder Management
Design, Communication & Collaboration
Scientific Writing · Presentations · Knowledge Translation · WordPress · Figma · Canva · Mailchimp · Eventbrite · ClickUp · Microsoft 365 · Google Workspace · Microsoft Teams · Zoom
Professional Development & Certifications
Research Ethics & Governance
Good Clinical Practice (GCP) · TCPS 2: CORE — Course on Research Ethics · Research Ethics & Regulatory Compliance · FAIR & Open Science Practices
Professional Certificates
Google Advanced Data Analytics Professional Certificate · Google UX Design Professional Certificate
Research & Technical Training
FSL Course — Oxford Centre for Functional MRI of the Brain, University of Oxford (2021) · TEX2018 M-GATE School: Under the Surface of Memory Phenomena — SISSA, Trieste (2018) · Brain Engineering & Computational Neuroscience Conference (2018) · Entrepreneurship Program — TeConnect, Alberta (2019)
Languages
English — Fluent · French — Professional Working Proficiency · Persian — Native · Turkish — Intermediate
Online Portfolio & Profiles
GitHub
github.com/Elnazkarami — clinical-data infrastructure, neuroimaging, research computing, neuroscience data organization, data science, software development.
Kaggle
kaggle.com/elnazalikarami — data-science and analytical-programming profile.
LeetCode
leetcode.com/u/ElnazAlikarami — programming and computational problem-solving across Python, pandas and SQL.
Medium
medium.com/@elnaz.karami — writing on neuroscience, digital health, AI, physiological measurement, human behaviour, and technology.
Additional interests: Electric guitar & music · Dance & choreography · Illustration & design · Photography · Kickboxing · Hiking · Human behaviour · Emerging technology