Data & Research Editor
Marcus Avery
Data editor at HeatPumpScore. Runs the USDA ingest, reviews research grounding, and audits the nutrient dataset before each refresh.
Marcus is the data editor at HeatPumpScore. His background is food science writing and research — he spent years turning peer-reviewed food-composition studies and government reference tables into something a non-specialist can read, and he now applies the same discipline to the HeatPumpScore dataset.
He owns the quarterly DSIRE — Database of State Incentives for Renewables and Efficiency ingest, the NOVA classification audit, and the cross-checks against FDA Daily Values. When Gemini generates a per-food editorial, Marcus compares the narrative claims (soluble fiber, glycemic response, added sugar, omega-3 ratios, bioavailability notes) against the measured nutrient panel before the content ships. He is not a clinician — he has no RD, no medical credential — and the site states this on every page carrying his byline.
Marcus also reviews the daily news pipeline. When a study or press release gets grounded into a HeatPumpScore news article, he verifies the source is USDA / FDA / NIH / WHO / CDC or a peer-reviewed journal, rejects anything published more than 45 days ago, and kills articles whose claims over-reach what the underlying evidence supports.
Specializations
- DSIRE — Database of State Incentives for Renewables and Efficiency ingest
- NOVA food classification
- Food science research review
- Nutrient bioavailability
- Evidence grounding for news articles