Iowa State University
Research Assistant
January 2025 - May 2026Ames, IA
Tech Stack
PythonOpenAI EmbeddingsSemantic SimilaritySQL
Role
BusinessandMarketingDepartment,DataAnalyst
Key Contributions
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BuiltaPythonpipelinethatscoredroughly5,000SEC10-KfilingsfromeveryFortune500companyacross10yearsand500,000-pluspagesagainstalexiconof50-plusAIandMLterms,cuttinghundredsofhoursofmanualreadingtooneautomatedrun.
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AppliedOpenAIembeddingsandsemanticsimilaritytoseparategenuineAIstrategyinCEOandmanagement-discussionsectionsfromincidentalmentions,turningunstructuredfilingsintoayear-over-yearsignalofAIinvestment.
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Triangulateddisclosuretrendsagainstlabor-marketdemandbyqueryingWharton'sRevelioLabsdatabasewithSQLandPythonacrossmillionsofjobpostings,buildinganAI-skillstaxonomythatconfirmed10-Knarrativesmatchedactualhiring.
Wanttotalkaboutthiswork?
subhajitguchhait04@gmail.com