TY COLLINS.

AI Engineering & Enterprise Analytics

Building technology that makes organizations better.

Exploring intelligent systems, data infrastructure, and how emerging technology transforms the way we work.

Explore my work About me
ENGINEERING FOCUS01—04
01

Agentic systems

02

Enterprise data

03

Applied AI

04

Analytics engineering

Cincinnati, Ohio · 39.1031° N

48 hrs

Report turnaround, down from two weeks

25+

Reports delivered into daily production

98%

Reduction in inventory issue rate

25+

Government datasets analyzed

01 / Selected work

Ideas put into practice.

A collection of enterprise implementations, independent experiments, and engineering projects exploring practical applications of artificial intelligence.

01Enterprise AI

Enterprise Agentic Analytics Platform

Built an agent-driven enterprise reporting workflow connecting governed data, analytical automation, and human oversight.

ClaudeMCPSnowflakeDataHubPython
View project overview
02Autonomous Systems

Collins Capital

A live-money multi-agent investment system. An AI fund manager trades under a written rulebook, with risk controls and a six-model advisory board.

PythonSQLiteMulti-Agent AIOpenRouter
View case study
03AI Research & Evaluation

AI Search Visibility & Competitor Watch

Evaluated 383 answers across frontier language models and built automated competitive intelligence workflows using public data. *API stand-ins.

LLM EvaluationOpenRouterPythonAutomation
View research
04Data Engineering

Job Tracker

A daily pipeline that reads 70 company job boards, filters about 7,000 postings down to the relevant few hundred, and scores each one against a resume.

PythonFlaskSQLiteData Collection
View case study

More projects

  • Collins Capital public siteRebuilt daily from the trading journal, and the build fails if a figure doesn't match its source.
  • Desk displayA 7-inch read-only Raspberry Pi dashboard for the same account. A missing number stays missing.
  • Team TylerRole-based agents under written rules. I measured where the usage went, then changed the rules.
  • Cincinnati competitor watchA local credit union market read from public pages only: rates, branches, call reports and app reviews.
  • ScorigamiInteractive maps of every final score in MLB and Big East basketball history, with live demos.
  • LocallyAskedA paused test of an AI-visibility report for local shops, and the findings I withdrew when they didn't reproduce.
  • BarBuildrA mobile app that recommends the next bottle for a home whiskey bar, based on what's missing.
  • Weekly fund reportA tested program that turns the trading journal into a five-page Friday chart PDF. 29 tests passing as of Nov 9, 2026.
  • Prompt libraryThree prompts I reuse: a handoff brief, a plain-English pull-request review, and a day-7 check-in.

02 / My approach

Technology is most valuable when it solves real problems.

I work across business strategy, data engineering, and applied AI, connecting technical capabilities to meaningful outcomes.

I'm particularly interested in how intelligent agents can transform traditional workflows and expand what individuals and organizations can accomplish.

01

Human authority

02

Governed data

03

Verified outcomes

03 / About me

Curious by nature. Technical by practice.

I'm an analytics and engineering professional based in Cincinnati, Ohio. My work spans enterprise data systems, AI-enabled reporting, and independent experimentation with autonomous agents.

I enjoy exploring emerging technologies, understanding how systems work end to end, and building practical applications that bridge engineering and business.

EDUCATION

Xavier University
B.S. Business Administration

FOCUS

AI engineering
Enterprise analytics

View experience

Experience

Where I've worked.

Nov 2025 – Present

Delivery Analyst, AI & analytics engineering

General Electric Credit Union · Cincinnati, OH
  • Built the credit union's first agentic analytics workflow, cutting report turnaround from 2 weeks to 48 hours.
  • Delivered 25+ reports into daily production across retail, branch and digital banking teams.
  • Built governed data context in Snowflake and DataHub so agents can navigate data and interpret metrics.
Jun 2024 – Sep 2025

Business Intelligence Analyst

Aspect Retail Logistics (3PL for Kroger) · Monroe, OH
  • Owned 20+ recurring reports and the ETL behind them, covering $45M in active inventory and $150M in annual goods movement.
  • Built a rule-based inventory audit tool in R that flagged 1,200+ anomalies and cut the issue rate 98% in under six months.
  • Built a shelf-life forecast that cut at-risk inventory 89% in 7 months.
May 2022 – Apr 2024

Economic Analyst

Charles L. Shor Foundation · Cincinnati, OH
  • Analyzed 25+ government datasets and produced policy briefs for bipartisan U.S. senators, representatives and Cincinnati mayoral campaigns.
  • Contributed research to op-eds in The Washington Examiner and The Cincinnati Enquirer.
Education

Xavier University

B.S. Business Administration · Business Analytics and Information Systems, Marketing

04 / Contact

Let's connect.

I'm always interested in thoughtful conversations about emerging technology, engineering, and meaningful problems worth solving.

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