Sujal Bhakare
Systems Engineering and Research Portfolio
hackathon prototypesystems2025

RESQ-Me

Emergency response and assistive intelligence system built under hackathon constraints, focused on an end-to-end shipped workflow rather than a demo-only interface.

No hero asset
Fallback architecture graphic
System Abstract

Problem and Constraints

Emergency response tools need to reduce friction under stress while remaining reliable enough to support real people, not just demonstrate an interface.
Constraints
  • Rapid prototype timeline
  • Human-centered workflow
  • Reliability concerns
  • End-to-end usability
  • Hackathon validation
Architecture

Layered System Architecture

Problem Framing

Emergency response workflow

Identify where assistive intelligence can reduce response delay or user burden.

Prototype

AI-assisted workflow

Demonstrate a shipped system path under hackathon constraints.

Validation

HackHarvard result

2nd overall result; evidence of delivery under pressure.

Engineering Decisions

Tradeoffs and Consequences

DecisionReasonTradeoffConsequence
Prioritize complete workflow over isolated UIEmergency systems need coherent input, processing, decision support, and user-facing response.Some subsystem details remain expandable after the prototype phase.The project is framed as a shipped system under constraints, not a visual demo.
Artifacts

Evidence Pack

Markdown Body

Technical Writeup

Current Scope

RESQ-Me is documented conservatively. It is known as a real-world emergency response and assistive intelligence prototype built under hackathon constraints, with HackHarvard validation as 2nd overall.

Details such as production architecture, safety validation, deployment model, and long-term reliability work are expandable.

RESQ-Me | Sujal Bhakare