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🏆 AT&T Hackathon Mexico 2016

EMA-IOT: Emergency Medical Aid

🏆 1st Place — National Winner
🌎 AT&T Developer Summit, Las Vegas
Winning team at the AT&T 2016 Developer Summit holding the 1st place award

Winning team at the AT&T 2016 Developer Summit — "Premios 1er Lugar"

Role Team Member & Developer
Year 2016
Format National Hackathon
Healthcare Technology IoT Rapid Prototyping Innovation

The Challenge

The AT&T Hackathon Mexico challenged teams to design and build innovative connected solutions capable of improving people's lives through technology — within a tight competition window.

Our team focused on a problem with clear social urgency: elderly and vulnerable patients who may require rapid medical intervention when critical health conditions arise have no affordable, accessible way to signal distress and automatically reach caregivers.

Every minute of delay in a medical emergency increases risk. We asked: what would it take to reduce that delay to seconds using connected technology?

The Solution — EMA-IOT

We built EMA-IOT (Emergency Medical Aid), a connected health monitoring platform designed to support at-risk patients through continuous vital sign monitoring and automated emergency response.

The platform was designed to:

  • Continuously monitor patient vital signs via a wearable device.
  • Detect abnormal conditions in real time through threshold analysis.
  • Trigger emergency alerts automatically when thresholds are exceeded.
  • Notify caregivers and family members through SMS.
  • Provide visibility into patient status at any time.

The goal was not to replace medical care — it was to ensure that emergencies were detected and escalated immediately rather than discovered too late.

Architecture

The solution was built as a connected pipeline — from patient-side sensing through data processing to caregiver notification.

Wearable Device
Vital Sign Collection
Threshold Analysis
Alert Engine
SMS Notifications
Caregivers & Family

My Contributions

As a member of the winning team, my contributions spanned both technical development and delivery:

Application Development

Contributed to the software development of the platform, implementing core application logic and system integration components under hackathon time constraints.

Technical Design

Participated in solution architecture discussions and system design decisions, helping define how the wearable, backend, and notification components connected.

Demo & Presentation

Supported prototype preparation and helped communicate the solution to judges during the competition — including the final international presentation round.

Competition Outcome

🏆
First Place — AT&T Hackathon Mexico 2016. Selected as the winning solution among all competing teams in the national competition.
🌎
Selected for international presentation at the AT&T Developer Summit in Las Vegas — representing Mexico in the international round.
📰
Featured in national and industry media, including coverage by El Universal and AT&T News.

Press Coverage

The project received coverage from national and industry publications at the time of the competition.

Lessons Learned

Although the specific technologies used in the prototype have evolved significantly since 2016, the experience reinforced lessons that continue to shape how I approach product development and engineering today.

1
Rapid validation forces clarity. A hackathon gives you no time to over-engineer. The discipline of building something demonstrable in hours — not weeks — is one of the most valuable exercises in cutting through ambiguity to what actually matters.
2
MVPs win on problem clarity, not technical sophistication. We didn't win because of the technology we used. We won because the problem was clearly defined and the solution was immediately understandable. Judges respond to solutions that make the problem obvious.
3
Cross-functional teams outperform single-discipline groups. The team's different perspectives — design, product, engineering — produced a more complete solution than any individual could have built alone under pressure.
4
Communicating technical solutions is a skill of its own. Winning required not just building the solution but explaining it clearly to non-technical judges. That experience shaped how I present architecture and system design decisions to stakeholders today.
5
Technology is most powerful when applied to real human problems. Healthcare and civic technology — the domains where I've done my most meaningful personal work — both demand that engineering decisions start with the person the system is supposed to help.

Career Journey

This award marked an early milestone in a pattern of building technology with measurable social and product impact.

2016
🏆 EMA-IOT — AT&T Hackathon Mexico
National winners. Healthcare IoT platform. International presentation in Las Vegas.
2016 – 2018
🏛 Contacto Legislativo
Civic technology platform. Legislative open data, ETL pipelines, citizen-facing transparency metrics.
2024
🤖 Toy Sentinel
Distributed event-driven retail monitoring platform. 200+ production subscribers.
2025
🥗 SMAE Tracker
Consumer health technology product. Domain-driven nutrition tracking platform. Active development.