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Joseph Asava

@josephasava

I reconcile financial data and improve AI training datasets.

United States
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I've reconciled high-volume Treasury and accounting data at DFAS Indianapolis, researching more than 50,000 transactions and resolving discrepancies across Army financial systems.

I helped reduce monthly GFEBS-to-DCAS Sales and Proceeds errors from 1,000 to about 50 through a Green Belt process-improvement project. My accounting work includes AFTRT, GFEBS, DCAS, SAP, GCAS, H2R, and HPCW.

More recently, I've contributed to AI training through iMerit, Mercor, Handshake AI, and Atlas Capture. I annotate text, images, video, audio, objects, actions, and scenes; evaluate generated outputs; identify failure patterns; and provide structured feedback to improve model performance.

My background also includes tax preparation, inventory accounting, logistics support, customer service, and warehouse fulfillment. I bring detail-oriented analysis, careful documentation, and consistent quality standards to fast-paced work.

Experience

Work history, roles, and key accomplishments

HA

Project Hedgehog Contributor

Handshake Ai

Aug 2026 - Present (1 month)

Worked on Project Hedgehog at Handshake AI, evaluating AI-generated outputs and providing structured feedback to improve model performance.

Education

Degrees, certifications, and relevant coursework

Andrews University logoAU

Andrews University

Master of Arts, Accounting

Grade: 3.40 / 4.00

Master's degree in Interdisciplinary Leadership with a major in Accounting, achieving a GPA of 3.40.

Tech stack

Software and tools used professionally

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