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Kyle Wisniewski

Kyle Wisniewski, smiling in a black T-shirt, leaning on a green railing with his hands clasped, dark window frames behind

Manager, Data and AnalyticsUniversity of Denver — Daniels College of BusinessPhotography: John Miller

Mountain Time

LibraryCourse paper · FIN 4800 ·

When AI absorbs the procedural work of finance, what is left for the person accountable for the decision?

Artificial Intelligence on Wall Street and the Demand for Human Skills

Read the paper19 min read · PDF, 16 pages

A man in a vest addressing a group in suits beside the bell podium on the New York Stock Exchange trading floor, ticker displays lit overhead
A briefing on the New York Stock Exchange trading floor, August 2026.

The paper argues that AI now does the search, synthesis, and drafting around a decision, while the decision stays human: defining the problem, verifying the evidence, and earning trust through communication and relationships.

Built on August 2026 conversations with practitioners at Goldman Sachs, UBS, Bank of America, Norges Bank Investment Management, and seven other firms, during the University of Denver’s An Organized Walk Down Wall Street.

Continue the conversation.

hello@kylewisniewski.com

Ventures

Business · ORGA

Organized Data Governance

We build websites made to rank in search and be named in AI answers.

A pale stone building with rows of square windows, seen from below between two dark wings, under a deep blue evening sky.
Photograph: Francesco Ungaro / Pexels
  1. BuildWe design and build websites and landing pages.
  2. Get foundSearch gave buyers links. AI gives them answers.
  3. PortalYour own marketing portal.

Explore the offeringorganizeddatagovernance.com

Media · Commercial modeling

Kyle Wisniewski Media

Kyle also works as a commercial model in advertising and brand campaigns. That work informs his interest in how creative execution shapes brand identity and consumer perception.

  • Kyle Wisniewski, in a white T-shirt with his arms crossed and a black watch, leaning against a white wall
    Portrait · White T-shirt, arms crossed · Photography: John Miller
  • Kyle Wisniewski, in a black T-shirt and khaki trousers, one hand on a green railing, before dark-framed glass doors
    Portrait · Black T-shirt and khaki trousers · Photography: John Miller
  • Kyle Wisniewski, seated in a white T-shirt and black trousers, leaning forward, smiling and looking to one side
    Portrait · Seated in a white T-shirt · Photography: John Miller

Open Commercial Modeling

Professional work · University of Denver

The Data System Behind Elevate 2035

July 2026 — Present · In development

Kyle works in the Dean’s Office at Daniels College of Business, where he is developing a role-based database application for Elevate 2035, the college’s strategic plan. It draws on five source systems: Airtable, Watermark, Banner, Slate, and Salesforce.

Approved sources

  • Airtable
  • Watermark
  • Banner
  • Slate
  • Salesforce

One governed store

Supabase / Postgres

  • Agreed definitions, versioned
  • Reporting rules per measure
  • Access follows responsibility
  • Provenance and history kept
  • Readiness gaps stay visible

Role-based views

  • Facultyown evidence only
  • Department headsdepartment scope
  • Dean’s Officecollege register

flagged evidence

Review and amendment

flag, review, approve or return; approved changes become history

versioned update

Public operating pattern only — no internal schemas, permission rules, student data, or confidential records.

The diagram is sanitized: it shows the general pattern, not the college’s internal architecture.

Built on Supabase and Postgres, the application does three things:

  1. Consolidates institutional information. Approved data from the five systems sits in one database, under definitions the college has agreed.
  2. Supports analysis. Each measure records its definition, source, owner, and reporting period, so every figure can be traced to where it came from.
  3. Tracks progress on the strategic plan. Goals, measures, targets, and initiatives share one structure.

The application is in development and is being built in stages.

Read the case study

Education University of Denver · Expected June 2028

Two master’s candidacies, studied concurrently

MS Candidate · Daniels College of Business

Applied Quantitative Finance

Quantitative methods for pricing, risk, and portfolio decisions — derivatives, financial econometrics, and computational finance.

Began March 2026

MA Candidate · Josef Korbel School of Global and Public Affairs

Global Economic Affairs

Policy-focused study of the global economy through political economy, connecting trade, finance, development, inequality, and institutions. The curriculum combines qualitative analysis with quantitative training in statistics and econometrics.

Began August 2026

  1. Spring 2026 · Completed

    • FIN 4000Financial Modeling and Databases BootcampMS
    • FIN 4200Financial Investments and MarketsMS

  2. Summer 2026 · Completed

    • FIN 4800An Organized Walk Down Wall StreetMS

  3. Fall 2026 · In progress

    • INFO 4140Business DatabasesMS
    • INTS 4059Data Science With PythonMA
    • INTS 4320International Monetary RelationsMA

AI · Markets · Institutions

Athletics Next race

Kyle Wisniewski in a red cap, white long-sleeve shirt and race vest, climbing a lichen-covered rock outcrop with mountain ranges behind him.
Telluride Mountain Run, 24 Miler. August 23, 2025, in the San Juan Mountains.

Canyonlands Ultra 50K

 · in 1 day

Moab, Utah · 50 km · 2,644′ of gain, per organizer

Best finish
2nd of 39 · Beware the Bear Trail Races 5K · 2025
Race record
6 finishes · up to 9,000′ of gain
Fourteeners
16 of 58

Open Athletics

About Training the body to follow the mind.

Evening light breaking over green folded hills in the western mountains.
Camino de Santiago · Summer 2025

The flame leaves ashes on the earth. We are the fire, not the wood.

— Mr. Wisniewski

He approaches projects with an entrepreneurial mindset: identifying possibilities, testing assumptions, and refining ideas through successive iterations. Writing is central to how he connects experiences and develops his thinking. Philosophy, particularly the writings of Marcus Aurelius, informs his understanding of responsibility, sound judgment, and how to live.

Continue the conversation.

hello@kylewisniewski.comContact