# AI Model Calibration

Canonical: https://abierto.us/opportunities/140g0325q0183

- Solicitation number: 140G0325Q0183
- Notice type: Sources sought
- Status: Awarded to Marda Science, LLC
- Department: Department of the Interior
- Agency: US Geological Survey
- Contracting office: Office of Acquisiton Grants (140G03)
- NAICS: 541715 Research and Development in the Physical, Engineering, and Life Sciences (except Nanotechnology and Biotechnology)
- Product or service code: B529 Scientific Data Studies
- Set-aside: Total small business set-aside
- County: Coconino County (FIPS 04005). https://abierto.us/counties/coconino-county-az-04005
- City: Flagstaff. https://abierto.us/cities/flagstaff-az-0423620
- First posted: July 7, 2025
- Last posted: July 7, 2025
- SAM.gov: https://sam.gov/workspace/contract/opp/5127b917069a4b68ba3c7a5f8192ceaa/view

## Description

The Department of the Interior, United States Geological Survey (USGS), Oregon Water Science Center (ORWSC), is conducting market research to identify qualified vendors capable of providing AI model calibration and geospatial image classification services to support efforts in mapping large woody debris in the Willamette River Basin in accordance with the attached documents.

## Award on USAspending

- Recipient: Marda Science, LLC (UEI U3AJMPXEASL8)
- Contract: 140G0325P0235, purchase order
- Obligated: $24,875.00
- Competition: Competed Under SAP, 1 offers received
- Link: solicitation number 140G0325Q0183 equals the FPDS solicitation identifier; same awarding office 140G03 (high confidence)
- Record: https://www.usaspending.gov/award/CONT_AWD_140G0325P0235_1434_-NONE-_-NONE-/


## Publications

- July 7, 2025: Sources sought, due July 11, 2025 at 8:00 AM EDT. Notice 5127b917069a4b68ba3c7a5f8192ceaa. https://sam.gov/workspace/contract/opp/5127b917069a4b68ba3c7a5f8192ceaa/view

## Points of contact

- Berberena, Joel, jberberena@usgs.gov, 0000000000

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Source: SAM.gov Contract Opportunities bulk extract and USAspending.gov award data. Confirm deadlines on SAM.gov before responding. Cite https://abierto.us/opportunities/140g0325q0183.