Selected projects
Inside the work.
Connected sensing. Inspectable AI. Carefully built deliverables. A closer look at the projects and individual experience behind Mo Sherpa Associates.
01 / UW SEAL research
Fume Hood Energy
Efficiency Initiative
Making laboratory energy use more visible through connected sensing and environmental data.
From sensing to useful data.
FHEEI brings together embedded devices, environmental measurements, telemetry, and a shared view of laboratory activity.
Mo serves as the project’s day-to-day manager and a technical contributor. His work includes adapting sensing firmware on an inherited platform, coordinating technical work, and developing project plans and reporting.
- Research setting
- University of Washington · SEAL
- Contribution
- Project management, firmware adaptation, telemetry, and technical coordination
- Working outputs
- Firmware, system architecture, technical reports, and delivery plans
Connected hardware
Sensor integration and embedded firmware connect physical measurements to a data workflow that can be inspected.
Coordinated delivery
Technical plans, contribution records, and reviewable reporting help a multi-person research effort move forward.
Shared work, clear credit
FHEEI builds on contributions from SEAL, AngmarTek, and other collaborators. Mo’s contribution is presented within that shared work.
Faculty support
Working with
UW SEAL.
Our connection to the Sensors, Energy, and Automation Laboratory is grounded in ongoing research work.
Professor Alexander Mamishev, SEAL’s Director, has signed a letter supporting MSA’s evaluation for future FHEEI sensing, firmware, data infrastructure, research, and technical support.
FHEEI and RadGuard reflect Mo’s research contributions at UW SEAL. The letter supports consideration of a prospective MSA role in FHEEI.
Government and research teaming02 / Radiation-risk AI research
RadGuard
Making AI behavior inspectable through original sources, repeatable evaluation, and a record of what worked and what failed.
Mo’s contribution
Mo leads UW research work spanning embedded AI, source retrieval, reproducible benchmarks, and response review. The engineering work preserves first attempts, links responses to source passages, and makes evaluation results easier for researchers to inspect.
A research demonstration
The interface below shows a saved, synthetic scenario from an August 2026 demonstration. It illustrates the review workflow; its figures are historical demonstration values. The work remains research-stage and is not an operational radiation-safety system.
Individual research work at UW SEAL, shown through a saved research demonstration.
03 / MSA’s internal delivery system
Evidence Frame
A coordinated document system that carries the same care from the first proposal through the final handoff.
editable master templates
Designed for the person using it next.
MSA developed a library of reports, proposals, working spreadsheets, and presentations with a common structure for purpose, evidence, assumptions, and decisions.
The system includes calculation checks, consistent formatting, rendered reviews, and editable handoffs. It makes the quality of the underlying work easier to inspect.
Discuss a reporting or delivery system04 / Principal finance experience
Financial operations,
clearly explained.
Nuru Jangbu Sherpa brings finance, accounting, and operations experience in professional services.
That experience informs MSA’s work in reconciliation, cost allocation, management reporting, and organized financial records. Deliverables can include reviewable workpapers, reporting packages, and explained variances.
Individual professional experience. MSA provides non-attest services and is not a licensed CPA firm.
Meet NuruBring us the next challenge.
We’ll help define the work, the deliverables, and the route forward.