Spark Mentoring Hub

UF Ecosystem

Resources, departments, and organizations across the University of Florida

Student Clubs & Organizations

1

GatorAI (formerly GAITOR Club)

UF's premier AI/ML student club. Sponsored by UFIT Research Computing, it hosts 'Machine Learning Mondays,' guest speakers, and applied projects. Active Discord community, open to all majors — great for finding technical collaborators.

  • Sponsor: UFIT Research Computing
  • Focus: AI, machine learning, deep learning
  • Activities: Machine Learning Mondays, guest speakers, applied projects
2

AI² Student Club

Student arm of UF's AI Academic Initiative Center. 200+ members across all majors with committees on research, future of work, teaching, law/policy, and tech advancements. The 'Future of Work' and 'Tech Advancements' committees align directly with entrepreneurship.

  • Membership: 200+ students from varied majors
  • President: Avery Teman
  • Advisor: Marquise McGriff (Career Connections Center)
  • Committees: Research, Future of Work, Teaching & Learning, Law & Policy, Tech Advancements
3

Data Science and Informatics (DSI)

Largest data science student org in Florida (founded 2015, Student Org of the Year 2025). Hosts workshops, career fairs, research projects, and an annual Spring Symposium. Partners with NVIDIA for GPU training. Beginner-friendly — great for non-technical founders building data skills.

  • Founded: 2015
  • Recognition: Student Org of the Year 2025
  • Activities: Workshops, career fairs, research projects, Spring Symposium
  • Partners: NVIDIA (specialized GPU training)
4

AI in Healthcare Club

Student group at the intersection of medicine and AI. Focuses on patient care, disease prevention, and healthcare optimization through peer mentorship, workshops, and research projects. A direct pipeline to students interested in health-tech ventures.

  • Focus: AI for patient care, disease prevention, healthcare optimization
  • President: Nishalle Uthuppan
  • Activities: Peer mentorship, workshops, service-based healthcare, research
5

Adgorithm

UF's first computational advertising club. Explores how data, AI, and LLMs are reshaping advertising through hands-on projects and workshops. A natural source of marketing/growth talent for student ventures.

  • Focus: Data, AI, and LLMs in advertising
  • Activities: Hands-on projects, workshops, creative experiments
  • Email: adgorithm.uf@gmail.com

AI Departments & Research Centers

1

AI² Center (Artificial Intelligence Academic Initiative Center)

Central hub for all AI academic activity at UF. Coordinates certificates, degrees, and the 'AI Across the Curriculum' initiative. 300+ AI-focused faculty across all colleges. The Speakers Bureau is a ready-made resource for finding guest speakers in any discipline.

  • Director: Dr. Hans van Oostrom (Interim)
  • Founded: 2022
  • Faculty: 300+ AI-focused across all colleges
  • Key Resource: AI Experts Speakers Bureau
  • Email: ai@ufl.edu
2

AIIRI (AI and Informatics Research Institute)

UF's primary AI research institute. Four pillars: techniques/technologies, biomedical/life sciences, engineered systems, and social sciences/humanities. Seed funding programs available for student ventures with a research angle.

  • Director: Dr. Alina Zare (Associate Dean, Wertheim College of Engineering)
  • Pillars: Techniques/Tech, Biomedical, Engineered Systems, Social Sciences
  • Funding: Seed funding for research-angle ventures
3

UFIT Research Computing

Manages HiPerGator, one of the fastest university-owned supercomputers in the US. Provides training, support, and computational resources. A significant competitive advantage for student AI ventures needing compute-intensive work.

  • Key Asset: HiPerGator supercomputer
  • Services: Training, support, computational resources
  • Use Cases: Model training, large-scale data analysis, AI research
4

NVIDIA AI Technology Center (NVAITC)

First NVIDIA AI Technology Center in North America, born from a $70M UF-NVIDIA partnership. Access to cutting-edge GPU technology, industry mentorship, and partnership opportunities.

  • Partnership: $70M UF-NVIDIA joint initiative
  • Site Manager: Dr. Kaleb Smith (NVIDIA Senior Data Scientist)
  • Email: kasmith@nvidia.com
  • Focus: AI education, industry partnerships, GPU technology
5

FICS Research (Florida Institute for Cybersecurity)

One of the most comprehensive cybersecurity institutes in the country. Uses AI for deepfake detection, threat analysis, and security automation. Located in Malachowsky Hall.

  • Location: Malachowsky Hall
  • Coverage: Hardware, networks, IoT, cryptography, ML, law
  • AI Applications: Deepfake detection, threat analysis, security automation
  • Director: Dr. Butler

Facilities & Innovation Spaces

1

Malachowsky Hall for Data Science & IT

263,000 sq ft, $150M, 7-story building — the physical anchor for AI at UF. Houses CISE, ECE, FICS Research, and the Nelms Institute with 30 cross-disciplinary lab spaces. Named after NVIDIA co-founder Chris Malachowsky (UF BSEE '80).

  • Houses: CISE, ECE, FICS Research, Nelms Institute
  • Labs: 30 cross-disciplinary lab spaces
  • Named After: Chris Malachowsky, NVIDIA co-founder
2

Innovation Square / Innovation District

40+ acre live/work/play district in downtown Gainesville, blocks from campus. Houses 80+ businesses from startups to public companies. 50 additional acres under development for Fortune 500 research companies.

  • Size: 40+ acres (50 more under development)
  • Location: Downtown Gainesville
  • Tenants: 80+ businesses
3

UF Innovate | The Hub

Co-working space, mentorship, and startup community within Innovation Square. 80+ businesses in residence — where the startup community physically gathers in Gainesville.

  • Location: Innovation Square, downtown Gainesville
  • Community: 80+ businesses, startups to public companies
  • Offers: Co-working, mentorship, networking
4

UF Innovate | Accelerate

Accelerator program for sustainable ventures. Structured programming, mentorship, and resources to move from concept to market. Relevant for clean tech, biotech, and sustainability-focused startups.

  • Focus: Sustainable ventures and clean tech
  • Offers: Structured programming, mentorship, resources
5

Sid Martin Biotech Incubator

3x Global Incubator of the Year. Lab space, $2.2M+ in shared equipment, and biotech commercialization expertise. Essential for biotech or wet-lab ventures. Located in Alachua (~20 min from campus).

  • Recognition: 3x Global Incubator of the Year
  • Equipment: $2.2M+ in shared lab equipment
  • Location: Alachua, FL (~20 min from campus)
6

Spark Studio

Physical home base for the Spark program in Malachowsky Hall. Where engineering students prototype, collaborate, and build — business ideas meet technical execution.

  • Location: Malachowsky Hall
  • Purpose: Prototyping and building for Spark teams
  • Access: Spark program participants

Entrepreneurship & Funding Programs

1

Gator Hatchery (UF Warrington)

Student incubator open to all UF students — facilities, guidance, and funding opportunities through Warrington's Entrepreneurship & Innovation Center.

  • Type: Student incubator
  • College: Warrington College of Business
2

The Agency at UF

Student-staffed, professionally-supervised marketing agency. Research, strategy, creative, social media, and web/app development for student startups.

  • Type: Student-run marketing agency
  • College: College of Journalism and Communications
  • Services: Research, strategy, creative, social media, web/app dev
3

UF Big Idea Competition

Four-month competition for UF student teams. Top 4 compete for over $40K in prizes (top prize $25K) with mentoring throughout.

  • Prizes: Over $40K (top prize $25K)
  • Duration: Four-month program with mentoring
4

Luby Microgrant Pitch Competition

Hosted by UF Warrington's Entrepreneurship Center. Top teams win up to $5K — ideal for early-stage student ideas.

  • Prizes: Up to $5K
  • Host: UF Warrington Entrepreneurship & Innovation Center
5

UF Innovate Seed Funding

$50K seed fund for licensed university IP, plus SBIR coaching and VC/angel introductions.

  • Amount: $50K for licensed university IP
  • Additional: SBIR coaching, VC/angel introductions
6

UF Levin Law Innovation & Entrepreneurship Clinic

Free/low-cost legal help from supervised law students — LLC formation, patents, contracts, and general counsel for startups.

  • Type: Legal clinic (free/low-cost)
  • Services: LLC formation, patents, contracts, legal counsel
7

UF Innovate | Tech Licensing

IP commercialization for UF-originated research — patents, licensing agreements, and technology transfer.

  • Type: IP commercialization / tech transfer
  • Services: Patents, licensing, technology transfer
8

UF Innovate | Collaboratory

Technology collaboration space with specialized equipment, shared resources, and prototyping capabilities.

  • Type: Technology collaboration space
  • Offers: Specialized equipment, prototyping, shared resources

Local Ecosystem & Investors

1

startGNV

Gainesville's core startup community hub. Networking events, founder meetups, and ecosystem building. The first place any Gainesville startup should plug into.

  • Type: Startup community hub
  • Activities: Networking, meetups, CelebrateGNV awards
2

Gainesville Area Chamber of Commerce

1,200+ local businesses for customer discovery, partnerships, pilot programs, and sponsorships.

  • Network: 1,200+ local businesses
  • Use Cases: Customer discovery, partnerships, pilots
3

New World Angels

Florida-based angel investor syndicate for seed-stage funding. Go-to for first outside investment rounds.

  • Type: Angel investor syndicate
  • Stage: Seed-stage funding
4

Florida Funders

Southeast-focused VC with 2,000+ investor network. SaaS and tech focus, combines VC fund with crowdfunding platform.

  • Type: Venture capital (Southeast-focused)
  • Network: 2,000+ investors
5

Emergent Growth Fund

Gainesville-based VC for early-stage companies. Local presence means easier partner access and deep ecosystem understanding.

  • Type: VC fund (Gainesville-based)
  • Stage: Early-stage companies
6

CareerSource North Central Florida

Regional workforce development — labor market data, hiring resources, and workforce regulations for startups.

  • Type: Workforce development
  • Use Cases: Hiring, labor market data, talent pipeline
7

Santa Fe College Business Incubators

Mentorship and shared resources at Blount Hall in downtown Gainesville. Complementary to UF's offerings.

  • Location: Blount Hall, downtown Gainesville
  • Offers: Mentorship, shared resources, incubation