Development
A full archive of short-cycle builds, including the problem framing, shipping decisions, and what changed under pressure.
2026
2 case studies
Voice Agents Weekend Build
911 Dispatch
With my team, we built an AI voice triage concept to filter low-priority calls (for example, noise complaints and pocket dials) and surface urgent cases faster.
Context: Many 911 calls are non-emergency, which can slow response for life-threatening incidents.
- Voice triage needs strict escalation logic, not just transcription quality.
- Fast team iteration is the difference in short build sprints.
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Ibtikar Summit Builder Track
Treatment Trial Match
With my team, we built a matching flow based on condition, eligibility, and location, then executed a late pivot and reworked the pitch in hours.
Context: Clinical-trial discovery is fragmented, making relevant options hard for patients with chronic illnesses to find.
- Clear pivots beat rushed pivots.
- Well-framed problems outperform flashy solutions under time pressure.
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