Chronology
Work
Entrepreneur first. Then the Army. Then the VA process, then the products that came out of it. This is the professional record in one place.
Longrifle AI
Jul 2026 – Present
Founder and Lead Engineer
Schaumburg, Illinois
AI consulting and custom implementation. Private, offline systems. Language models, machine vision, and agent workflows. Not a one-trick shop. Not a client list.
- Assess the mission and workflow, then a fit/no-fit decision. Build only when it belongs.
- Engineer models, vision, and agents into existing applications. Deploy on client-controlled infrastructure, including disconnected rooms.
- Human approval on consequential actions. Audit trails designed in. Client data never trains an outside model.
TackleAI
Nov 2025 – Jul 2026
AI Software Developer
Schaumburg, Illinois
Joined as an Operations Specialist. Promoted to AI Software Developer in three months. Production AI. Left to found Longrifle.
- Joined November 2025 as Operations Specialist. Promoted January 2026.
- Built production AI document-processing and automation.
- Left in July 2026 to found Longrifle AI.
RFP Analyzer
Feb 2025 – Present
Founder
Chicago, remote
AI platform that reads RFPs and government solicitations. It extracts requirements, checks compliance, and finds the gaps.
- Started while the VA process was still open.
- I had spent months reading regulations, tracking what a decision maker required, and finding the gaps in my own file.
- RFP Analyzer performs that same class of work on a different body of documents.
United States Army
Aug 2024 – Nov 2024
18X Special Forces candidate, Basic Combat Training
Fort Moore, Georgia (now Fort Benning)
Enlisted as an 18X candidate on the 11B path. Separated after an unresolved accommodation conflict involving animal-derived uniform items. I do not claim a Special Forces qualification.
- Active duty August 19, 2024 to November 22, 2024.
- Enlisted 18X. In BCT as 11B. Did not complete the pipeline.
- DD-214: Uncharacterized. Entry Level Performance and Conduct.
- DA PAM 670-1 requires combat boots to be leather. The accommodation was not resolved.
Healthy Substance
Jan 2021 – Apr 2024
Chief Executive Officer
Chicago
Plant-based Mexican restaurant I led after two years as Chief Marketing Officer. Still advise the company.
- As CMO (2019–2021), grew Instagram past 12,000 and drove the restaurant to No. 57 on Yelp’s Top 100 Places to Eat in the U.S. in 2020.
- As CEO: named an Iconic Chicago vegan restaurant by Eater. Taste of Chicago. Lollapalooza 2023.
- Covered by the Chicago Sun-Times, WGN Radio 720, and South Side Weekly.
- Left the chief executive role in April 2024. Have advised since on marketing, CRM, events, and product.
Culturally Beautiful
Nov 2018 – Sep 2019
Founder
Chicago
Online fashion storefront at CulturallyBeautiful.com, built on custom web design.
- Founded and operated the storefront end to end.
- Custom web design, not a template flip.
Tesla
Nov 2017 – Apr 2019
Product Specialist, then Tesla Advisor
Westmont, Illinois
Began my sales career at Tesla. Full sales cycle, CRM pipeline, monthly targets.
- Product Specialist from November 2017 to February 2019.
- Tesla Advisor from February 2019 to April 2019.
- Guided customers through the full sales cycle and consistently met or exceeded monthly targets.
Education
University of Chicago
Entrepreneurship and entrepreneurial studies, Polsky Center for Entrepreneurship and Innovation. Concept-to-product venture development, including CAD 3D design. 2017 to 2018.
Joliet Junior College
Business. 2016 to 2017.
Community
Ridglan Farms open rescue
Volunteer, April 18, 2026, Blue Mounds, Wisconsin. My account: struck in the face and back by rubber bullets, tear-gassed, and pepper-sprayed while attempting to help get beagles out. I was one civilian among hundreds, not an organizer.
Big Dog Ranch Rescue / Operation Beagle
Built operationbeagle.us in one night after driving from the Blue Mounds area to Schaumburg. Volunteer signup for the Ridglan beagle extraction, worked with CEO Lauree Simmons and board members. Offered the work for free. I do not claim I ran the rescue or closed the farm.
Greater Chicago Ferret Association
Volunteer. Animal welfare.
After School Matters
Event assistant. Youth development.
Company
- Legal name
- Longrifle AI LLC
- SAM.gov
- Active, all awards
- UEI
- K858N3JYZ814
- CAGE
- 22VK0
- NAICS
- 541511 · 541512 · 541519 · 518210
- SBA VetCert
- SDVOSB certification pending
Work with Miguel
Longrifle takes one operational problem at a time. Assess the workflow. Fit or no-fit. Then build and sustain. If the work cannot leave the room, that is the point.