Web résumé

AI Product Manager & Builder

Accounting-trained AI product builder who turns source-heavy finance work into products that show the source, calculation, exception, and human decision.

Public-safe, evidence-linked overview · Team and status boundaries retained

Portfolio home

RoleAI Product Manager & Builder

StatusWeb résumé · Evidence-linked snapshot

Accounting-trained AI product builder who turns source-heavy finance work into products that show the source, calculation, exception, and human decision.

Focus: Evidence-heavy financial workflows
Domains: Investment research · Consulting intelligence · Accounting operations
Education: University of Florida · Fisher School of Accounting · Bachelor of Science in Accounting · Expected December 2027
Working standard: Deterministic controls · Visible exceptions · Human review

Selected product work

Three products and the evidence behind each.

Each entry links to the full case and keeps the verified role, status, evidence, limitations, and team structure attached. Tests and public release are not rewritten as business impact.

01 · Investment Research Automation

AI Product Lead & Co-Developer

Commercial Space & Satellite Internet Research OS

A commercial-space research system that organizes source records, conclusions, and calculated values while keeping calculated values separate from AI-written explanation.

Live static proof · Read-only public snapshot · No public model or provider connection

Led requirements, workflow and framework design, source collection, front-end development, release testing, deployment, and post-internship iteration.

Open evidence

02 · Consulting Automation

Original engagement: Business–Technology Bridge & Joint Developer · Later public productization: narrower product-level attribution

AI Industry Research OS

A consulting research workflow that links report claims to sources, fact checks, viewpoints, challenge evidence, reviewer decisions, and fixed public reports.

Live static proof · Sanitized historical snapshot · No live crawler or report-generation API

The original delivery included a 262-source audit, an 88-item evidence-validation table, five thematic reports, and 57 of 57 internally closed second-round content checks.

Open evidence

03 · General Accounting Automation

Independent AI Product Manager & Builder · Creator/Owner

Excel Intelligence & Controls

A browser-local workbook review product that maps table structure, relative formula families, dependency evidence, Excel errors, and review signals without uploading the file.

Live static proof · Synthetic demonstration · Browser-local Analyzer · No production adoption yet

The browser-local Analyzer groups relative formula families, flags minority patterns, preserves Excel errors, maps cross-Sheet and external dependency evidence, discloses dynamic-reference gaps, and exports a filterable Workbook Review Map plus Markdown, HTML, and JSON reports.

Open evidence

Experience

Cross-Company AI Workflow Assignment

Through iResearch · Two weeks · Product contributor & Co-Developer

Contributed end to end across discovery, co-development, testing, handoff, and business-user enablement.
Relevant business personnel used the systems in an internal pilot; ten substantive systems exclude two default demo repositories.

Collaboration boundary: The work involved iResearch, CSDN, client-side participants, shared machines, other contributors, and AI agents. Repository counts and commit authorship are not presented as ten solo-built products or one-to-one personal contribution records.

Education

Bachelor of Science in Accounting

University of Florida · Fisher School of Accounting

Expected December 2027 · GPA 3.72 · AI certificate in progress

More detail

Open the work behind this summary

The web résumé is brief. These pages contain the product, project, workflow, and research details behind it.

Selected work Projects Finance cases Skills Research