TAG Data Science and AI Society

TAG Data Challenge 2026 (formerly Master Modeler Competition)

Gather your teams and get your analytics and data science tools, skills, and mindsets ready! TAG Data Challenge 2026 starts November 17, 2025, and runs through March 30, 2026.

Description of Challenge / Problem to Solve

Georgia Center for the Deaf and Hard of Hearing (GCDHH) is a non-profit organization focused on centralizing and meeting the needs of the Deaf, Hard of Hearing, and DeafBlind community through services, advocacy, resources, educational programs and camps, and assistive equipment programs.

Join us in supporting GCDHH’s mission using data, analytics, data science, and AI.

Across Georgia, individuals with hearing loss continue to face barriers which can limit full participation in education, employment, healthcare, transportation, and civic engagement.

While numerous programs and advocacy efforts exist to address these challenges, their accessibility and effectiveness vary and there is a need for data driven measurement and analytics to determine which efforts have delivered the strongest, most measurable improvements in quality of life, independence, and inclusion.

This year’s TAG Data Challenge invites participants to identify, collect, and analyze publicly available data to evaluate the reach and impact of disability-related training, programs, and advocacy initiatives. Competitor teams will focus on the deaf and hard of hearing communities while comparing outcomes across multiple disability groups, including those with physical, cognitive, or communication differences, and others. Through creative data exploration, modeling, and innovation, teams will aim to answer key questions:

  • Which types of programs (e.g., employment, accessibility training, legislative advocacy, or education initiatives) have demonstrated the greatest positive outcomes?
  • What gaps or unmet needs exist within Georgia’s deaf community?
  • Which programs take highest priority based on data, analysis, models, insights, and/or technology solutions?

The Georgia Center of the Deaf and Hard of Hearing (GCDHH) will use these findings to brief its Board of Directors with potential to strengthen community partnerships and ultimately support state and local legislators. Results may include both insightful data analyses or the design and development of technology tools to monitor program quality, efficacy, quantity, reach, and other key performance indicators over time.

By leveraging open data, analytics, and technology innovation, participants will help demonstrate how inclusive, data-informed programs not only empower individuals with disabilities but also build stronger, more self-sustaining communities across Georgia.

Competition Details

Teams:
Teams may include individuals from academia, corporate, consulting, or other practitioners, and combinations by group are also permitted.

Phase 1: Design your Proposed Approach.

  • Using the description of the challenge teams must submit a single, open-source, custom designed video per team up to 10 minutes in length outlining their Proposed Approach for working on this challenge.
  • Be creative: explain your proposed analytical approach, what data you will use in your analysis, and how your approach is likely to benefit the deaf and hard of hearing communities.
  • Teams are not required to perform any modeling or statistical analysis for Phase 1.
  • All team members and the team name should be listed on the opening slide of the proposed approach.
  • Submissions are made by sending a single email message per team with the link to the video in the body of the message. Submissions should go to: Jamarius@tagonline.org, with the subject heading, “TAG Data Challenge 2026 – Round 1 submission,” by the deadline shown.

Phase 2: Develop your analysis.

  • Leveraging the problem statement, the provided data, and augmented open source data of each team’s choosing (must be open source), plus content from a conference call with the nonprofit organization addressing the finalist teams, teams are responsible for analyzing the data to answer the challenge / problem and ultimately help GCDHH with their goals.
  • Final submissions should go to: Jamarius@tagonline.org, with the subject heading, “TAG Data Challenge 2026 – FINAL submission,” by the deadline shown.
  • All teams are required to present during the final presentation in Atlanta on March 31st, with at least one team member physically present on the Georgia Tech campus.

Prizes

Thanks to a generous sponsorship from Akhil Mahajan – data science & AI leader, community supporter, and advocate for others – we are able to offer the winning teams Fame and Fortune:

Prize Money:

  • First place: $3,000 for the team
  • Runner up: $1,000 for the team

Speaking Spot

  • Winning teams (first and second place) earn speaking spots at 2026 INFORMS Atlanta Regional Conference (or other mutually agreed-upon event)
  • Travel, registration, and other expenses will have to be covered by the winning teams or their sponsors

Social Media

  • Winners will be announced on LinkedIn and other social media posts by Technology Association of Georgia’s Data Science & AI Society

Data

Required data to leverage for the finalist round of the competition will originate from the following sources:

  1. Entrants should search for research and scholarly information related to the needs of the Deaf, Hard of Hearing, and DeafBlind community and services available for them. This will directly impact the quality of our communities for the better.
  2. Finalist Teams should gather open source and/or publicly available data for their analyses to help improve their model and more fully answer the community / business question and provide meaningful results to the data sponsor. This data should originate from .org, .gov, or .edu sites; other sources require approval from program administrators.

Additional details will be provided via email to finalist teams.

Assessment Rubric and Judges

Teams participating in the TAG Data Challenge 2026 will undergo rigorous evaluation across both Round 1 (Proposed Approach) and Round 2 (Analysis) by a distinguished panel of judges. This panel is composed of experts bringing diverse and critical perspectives, including deep knowledge in analytics, data science, data management, and, crucially, the subject matter—specifically, human services and support for people with DisAbilities. This multi-faceted expertise ensures a holistic and relevant assessment of each team’s submission.

The assessment rubric measures the comprehensive quality and impact of the solutions presented. Key dimensions for evaluation include the following criteria:

  • Problem Definition
  • Solving the business / community question
  • Innovative solution
  • Practical application / ability to operationalize the resulting model
  • Communicating the story
  • Model Development
  • Choice of Analytics Method
  • Best Practices
  • Data Management

Framework and Ethical Standards

Competitors are required to adhere to the Code of Ethics as outlined by INFORMS Certified Analytics Professional designation:

https://www.certifiedanalytics.org/code-of-ethics

Also, teams are expected to follow the INFORMS Certified Analytics Professional framework / domains toward solving the community / business problem:

https://certifiedanalytics.org/cap-expert

While application of the model in a practical environment is not possible during this competition, teams should discuss how this would work and methods for operationalizing their model to help the organization and support decision-making.

Key Dates

  • November 17, 2025: Registration available
  • January 12, 2026 & January 20, 2026: Competition kick off interest call for all registered; advice from data science & AI experts
  • February 9, 2026: Submissions for Round 1 – Proposed Approach due by midnight
  • February 16, 2026: Finalist teams announced via email
  • February 20, 2026, Time TBD: Round 2 Kickoff Call. Finalists will walk through the challenge and data with our nonprofit partner, data science & AI experts. Data access will be provided to finalists after the call.
  • March 30, 2026, 8:59 AM: Final presentation submitted to jamarius@tagonline.org
  • March 30, 2026, 9:00 AM: Final Round Presentations in Atlanta – Finalists will present their solutions to the judges in person. All team members must present, with at least one team member physically present at Georgia Tech.

Teams

Team size must be between 2 and 4 members, and all members must work from the USA and leverage domestic resources open to their use. Competitors can come from academia, practitioners, consultants, or others. (No more than one PhD student per team, please.) All competitor teams must remain the same from Phase 1 to Phase 2.

If you need help finding team members, you may send an email message to jamarius@tagonline.org with the subject line: “NEED TEAM – TAG Data Challenge 2026” by January 9 at 12 PM. Your email will then be shared with others looking for team members and you can choose teams based on schedules, personal objectives, and skills.

Communication Channel

The official communication channel throughout the competition will include email addresses provided during the submission process for teams and individuals, and the following TAG Data Science & Analytics Society page for other announcements, details, and general communication.

Register for the competition by sending one email per team, with all team members included, to the following address:
jamarius@tagonline.org

Sponsored by:

Thank you for your consideration to compete in TAG Data Challenge 2026. Through your participation, you’re helping the Deaf, Hard of Hearing, and DeafBlind community while embracing the ability to learn new skills, gain mentors, improve data storytelling, build a resume, and possibly win prizes!

Let’s use data to make a difference together.

TAGwire