Seif Mamdouh

AI engineer on a cooking arc at RecuraAI.

Smart models, dumb interfaces. I fix the second part 👨‍💻. You can find what I've been up to in the work section below.

Find me on GitHub and LinkedIn.

WorkRecuraAI Cook`dErnst & Young
RecuraAI landing page on a MacBookRecuraAI landing page on a MacBook
Cook`d landing page on a MacBookCook`d landing page on a MacBook
Ernst & Young landing page on a MacBookErnst & Young landing page on a MacBook

Founding AI Engineer at RecuraAI (acquired by PatientNow) · Jun 2025 — Present

  • I built a Cursor browser agent that holds a conversation while visually driving the product UI; pointing at elements, executing actions. Result: CSM product calls down 65%.
  • Orchestrated a EMR data pipeline sync and segmentation engine. Today 45% of daily platform activity across 450 clinics and 300K+ patient records.
  • Leverged LLMs to build a copilot for customer segments: creation time from 15 minutes to under 45 seconds.
  • Voice & text agents that handle scheduling E2E across 32 EMR platforms: booking, rescheduling, follow ups.

AI Engineer at Cook`d · Jul 2024 — Jan 2025

  • I built a pull request style coding game that gamifies bug detection in intentionally buggy code.
  • Pinecone backed scoring against ground truth embeddings, refined by a LangChain evaluation model that learns from player feedback.
  • In game RAG chatbot that tracks progress and keeps players from dropping off.

Software Engineer at Ernst & Young · Jun 2024 — Jun 2025

  • Engineered a Python Value at Risk forecasting model for an investment banking client. Showcased unexpected capital exposure down 15%.
  • Migrated enterprise clients from legacy systems to SAP with zero data loss.

Writing