Independent empirical research
Editorial Research Collective
The specialized researchers and analysts behind every Groundwork guide. Each fellow investigates topics within their domain of qualification, anchored by primary datasets and secondary peer fact-checking.
Editorial Leadership & Public Anchor
Elena Vasquez
Lead Quantitative Intelligence Interface & Editorial Director · Cross-Pillar Research & Audio Voice
Lead quantitative intelligence interface for Groundwork. Elena coordinates cross-desk empirical synthesis, filtering complex macro data and regulatory releases into actionable decision models. She oversees mathematical test vectors and structural data integrity across all five editorial pillars.
Domains covered:moneybodyhomelifetech
Verification Protocol
Groundwork Three-Tier Research Standard
Every guide on Groundwork is produced under a strict zero-guesswork mandate, independently fact-checked with primary government, academic, and financial datasets.
Tier 1 · Evidence
Primary Source Data
FDA, BLS, SEC filings, statutory codes, and clinical trials. Zero secondary blog hearsay.
Tier 2 · Synthesis
Domain Specialist Fellows
Authored by subject fellows with direct domain expertise in financial, legal, medical, or engineering systems.
Tier 3 · Fact-Check
Named Peer Verification
Every calculation and citation is cross-validated by an independent secondary reviewer before publication.
Domain Research Fellows
Explore specialized researchers across Groundwork's five empirical pillars
Maya Okafor
Biomarkers & Longevity Protocol Fellow
Verified SpecialistLongevity Protocol Fellow translating physiological biomarkers, sleep architecture studies, and clinical wellness metrics into rigorous, self-monitored lifestyle benchmarks. Synthesizes empirical public health records from NHANES, CDC WONDER, and EMBL-EBI ontology registries.
bodytech
Sarah Lin
Clinical Evidence & Meta-Analysis Fellow
Verified SpecialistClinical Evidence Fellow focusing on randomized controlled trial analysis, metabolic data synthesis, and nutrition research methodology. Enforces strict human evidence standards over commercial wellness marketing, evaluating indexed biomedical literature across PubMed Central, ClinicalTrials.gov, and the Cochrane Library.
body
Sofia Reyes
Algorithmic Accountability & Cloud Economics Fellow
Verified SpecialistCloud Economics Fellow modeling LLM token inference costs, open-source developer tooling, and algorithmic transparency architectures across modern software platforms. Audits latency, compute curves, and open-source models using Hugging Face Open LLM Leaderboard, Cloudflare Radar, and OpenRouter telemetry.
tech
Marcus Vance
Building Systems & Structural Lifespan Fellow
Verified SpecialistBuilding Systems Fellow evaluating residential structural lifespan, HVAC thermal efficiency, and mechanical equipment ROI. Focuses on total cost of ownership and physical system resilience, auditing engineering data from ASHRAE standards, U.S. Energy Information Administration (EIA), and the DOE Building Technologies Office.
home
Chloe Chen
IoT Security & Digital Privacy Fellow
Verified SpecialistDigital Privacy Fellow investigating consumer device telemetry, local network encryption, smart home power consumption, and data sovereignty architectures. Conducts hardware and packet-level teardowns aligned with the NIST Cybersecurity Framework, EFF Privacy Badger benchmarks, and Wi-Fi Alliance security standards.
tech
Priya Nair
Career Leverage & Compensation Data Fellow
Verified SpecialistCareer Strategy Fellow specializing in quantitative compensation benchmarking, regional cost-of-living arbitrage, and professional licensure assessment pathways. Audits primary occupational datasets from the Bureau of Labor Statistics (BLS OES/OEWS), State Licensing Boards, and the OECD Employment Database.
life
David Sterling
Senior Financial Modeling Fellow
Verified SpecialistSenior Financial Modeling Fellow covering consumer debt mechanics, mortgage amortization, and tax-deferred asset allocation. Focuses on pure break-even mathematics and hidden financial fee structures, auditing primary datasets from Federal Reserve FRED, TreasuryDirect, SEC EDGAR, and the Freddie Mac PMMS.
moneyhomelife
James Thorne
Consumer Protection & Regulatory Fellow
Verified SpecialistConsumer Protection Fellow analyzing statutory consumer rights, airline delay liability regulations, and warranty enforcement. Unpacks legal fine print into actionable consumer playbooks utilizing enforcement databases from the CFPB Consumer Complaint Database, U.S. Department of Transportation, and FTC regulatory filings.
life
Marcus Chen
Residential Electrification & Solar PV Fellow
Verified SpecialistSolar & Electrification Fellow modeling residential photovoltaic payback, battery arbitrage economics under NEM 3.0, and home grid electrification incentives. Evaluates empirical production models using NREL PVWatts API, California Public Utilities Commission (CPUC) tariffs, and the DSIRE incentive database.
home
Groundwork Research Desk
Groundwork Central Data & Research Desk
Verified SpecialistGroundwork Data & Research Desk operates as an open evidence collective. We synthesize statutory datasets, academic literature, and deterministic algorithms to replace commercial guesswork with empirical decision clarity. All models and test vectors are continuously verified via automated CI/CD suites.