Resume

Charlie Linville · Denver, CO ·charlie@benlaura.com

Education

University of Wisconsin-Madison

Sep 2024 — May 2028

BS in Applied Mathematics, Engineering & Physics (AMEP). Coursework spanning Modern Physics, Numerical Linear Algebra, Mathematical Computing, and Philosophy of AI.

University of New South Wales — Study Abroad

Jan — May 2026

Semester abroad at UNSW Kensington in Sydney, Australia. Coursework in Numerical Linear Algebra, Philosophy of AI, and Mathematical Computing.

Experience

Co-Founder at Updraft Consulting

Jun 2026 — Present

AI consulting firm with paying clients in mortgage and healthcare staffing. Architected seven AI workflows for a mortgage brokerage, from contract date extraction to refinance targeting, and built a GLBA-aligned data-handling framework classifying client data by sensitivity and approved processing environments. Co-lead sales — scoping and pitching engagements to presidents and review committees at firms up to $1B in revenue.

34 professionals trained — 83% requested more

Founder at Guleki

2026 — Present

App publishing company focused on AI-native mobile experiences. Our first product, Geolocate Me, gives AI assistants real-time location context through a private GPS tracker with MCP integration — live on iOS and Android.

Co-Founder & Technical Lead at Agori

Sep 2025 — Mar 2026

Early-stage fintech startup. Architected and shipped a real-time quantitative paper trading platform in 14 weeks using AI-native development workflows, then deployed it for a trading competition run with Old Mission Capital at the University of Michigan. Owned AWS infrastructure, security, developer tooling, and GitHub CI/CD. Recruited 4 team members and managed 3 reports while leading product strategy and supporting an angel raise.

Production platform shipped in 14 weeks

Technology Consultant — SC Sports

Jun 2025 — Sep 2025

Built the auction pricing system behind two live deployments, converting each lot into a max-bid recommendation against an ROI target. Encoded buyer's fees and bid multipliers for 18 auction houses so recommendations reflected true landed cost.

2,800 lots priced across two deployments

Technology Consultant — Backpack Society

Mar 2023 — Jul 2024

Architected and pitched a systems overhaul for a nonprofit serving 70+ schools with kids in unstable food situations, winning funding from the leadership team. Designed and built the organization's new website on AWS, then advised the board on technology selection, implementation tradeoffs, and budget requests.

45% infrastructure cost reduction

Projects & Leadership

Wisconsin Quantum Computing Club

2024 — Present

Participating in seminars on quantum computing and quantum information. Competed in the 2024 IBM Fall Fest hackathon.

🏆IBM Fall Fest — Community Favorite + First to Finish

Member At-Large — UW-Madison Vice Chancellor Study Group

Oct 2024 — Dec 2025

Selected through the Associated Students of Madison (ASM) Shared Governance process to represent the student body. Advised the Vice Chancellor for Finance and Administration and senior leaders monthly on food security, budget model changes, and renewable energy initiatives.

Cyberpatriots — Cisco Lead

2020 — 2024

Competed in a national cybersecurity competition run by the Air Force Association. Led Cisco networking for my school team and trained 2+ members each year. Hardened Ubuntu 22, Fedora 36, Windows 10, and Windows Server 2019 systems for competition.

🏅12th Place Nationally / 5,000+ Teams

Full project list →

Skills

Languages

PythonSQLJavaMatlabHTML/CSSBash/Shell

Technologies

AWSAzureGCPAgentic AIModel Context ProtocolLangChainStrandsLocal LLM InferencePyTorchNumPyOpenCVDockerGitReact Native/ExpoQiskitCisco NetworkingLinux/UnixDynamoDBSupabaseClaude APIOpenAI APIOllama

Skills

Systems ArchitecturePrompt EngineeringAI-Assisted DevelopmentTechnical WritingCI/CDPenetration TestingLeadershipAgile

Certifications & Workshops

AWS Braket BadgeFoundational MatlabQiskit Global Summer SchoolUCLA 2025 Quantum Device Workshop