I buildproductsand Ishipthem.

Products, start to finish

I design how something should work, build it in code and keep it running after launch, like LaBreak and ResOlio.

IntroQualifyPitchObjectionClose↺ off-script · fallback

AIHi, it's Ava from HiDev, got a minute?

LeadSure, but call me back Tuesday.

AIPerfect, Tuesday 10am works?

InterestedFollow-up · Tue 10:00Sentiment +0.82

Busywork, automated

Calls, follow-ups and data entry that run on their own, with a person checking anything that matters.

Directory

Boulangerie ••••

75011 Paris

{
  "name": "Boulangerie ••••",
  "city": "75011 Paris",
  "phone": "+33 1 •• •• •• ••",
  "gbp_match": true
}

Messy data, made usable

I pull information from across the web, cross-check it, and turn it into data a team can trust.

CallsTranscriptsLLM reviewPrompts

v12

Systems that get better

Every run feeds the next: an LLM reviews the results and the weak spots go straight back into the prompts.

The automation and data work was built at HiDev Mobile. Company code and data stay private; these are the shapes of the systems.

Built step by step · 2022 → now

1. UC BerkeleyExchange semester · BHGAPNextSpring 2027
2. HiDev MobileApplication & AI developer2026 – Now
3. HiDev MobileSoftware & AI engineering intern2025 – 26
4. LaBreak & ResOlioCo-founder2024 – Now
5. CTU PragueExchange semesterSpring 2024
6. ISEP ParisMEng, Computer engineering2022 – 27

I speak Arabic, French, English and some Spanish. TOEIC 985, IELTS 7.5, Duolingo English Test 135.