Applied AI Intern · Dentist · Healthcare MBA Candidate
Egypt · Open to remote opportunities
I am an Applied AI Intern at FlyRank AI, a dentist, owner of Happy Dental Clinic, and MBA candidate in Hospital and Healthcare Facilities Administration. My work sits at the intersection of healthcare, business operations, data, and practical AI.
I enjoy turning ambiguous problems into clear, reviewable workflows. My current focus includes Claude and Claude API fundamentals, prompt engineering, AI workflow design, structured research and file workflows, output evaluation, and responsible AI use with human review in the loop.
- Building practical AI fluency through FlyRank AI and Anthropic Academy coursework
- Exploring AI-assisted workflows for research, content, organic growth, and repeatable business processes
- Connecting clinical and healthcare-operations context with data-informed problem solving
- Open to remote internships and projects in applied AI, agent evaluation, healthcare technology, and data-focused work
- FlyRank AI — Applied AI Intern (Jun 2026 – present)
Apply Claude and prompt-engineering techniques to structured research, file-based tasks, and practical business workflows. Evaluate outputs for relevance, limitations, and responsible use. - Happy Dental Clinic — Owner & Dentist (Aug 2023 – present)
Own and operate a patient-centered dental clinic while managing clinical care, scheduling, patient communication, supplies, records, and service delivery. - Egypt Healthcare Authority — Dentist, El Gozayra Family Medicine Unit (Aug 2022 – Aug 2024)
Delivered patient-centered dental care in a public primary-care setting and coordinated with multidisciplinary healthcare teams.
Reliable Agentic AI for High-Stakes Systems — inspectable workflows, source provenance, failure analysis and evidence-bound review.
| Project | Working evidence | Scope |
|---|---|---|
| Agent Eval Lab | FastAPI/React, trace metrics, JSON/HTML and regression checks | 100 synthetic fixture variants; scripted controls, not LLM results |
| Personizer | Skill registry, states, allowlists, bounded execution, exact approval seam | Synthetic local protocol workflows |
| NovaDB | Provenance metadata, scope protection, TTL and durable reopen checks | Local storage contract; comparative database claims pending |
| Radiograph Ready | Weak-label quality baseline and patient/image split validator | Research only; expert/patient/external validation pending |
| Genopedia / Neurapedia | Source hashes and retrieval metrics / overlap and calibration metrics | Offline research contracts; independent labels pending |
| Robotics simulator | Eight deterministic safety control/fault scenarios | Simulation only; no device or clinical claim |
Benchmarks · Research and evidence gates · Engineering note
ELLM: the LoRA experiment on a pinned SmolLM2-135M-Instruct base failed its safety promotion gate. Held-out exact match was 79/256; the adapter released 177/192 non-release cases. The rejected result remains visible; it is not an operational approval model.
- Arab Academy for Science, Technology & Maritime Transport — MBA, Hospital and Healthcare Facilities Administration/Management (Apr 2025 – Mar 2027 expected)
- Modern Sciences and Arts University — Bachelor of Dentistry (BDS) (2015 – 2020)
GPA 3.72 · Highest Honors
Applied AI
Claude · Claude API fundamentals · Prompt engineering · Generative AI · AI workflow design · Output evaluation · Responsible AI · Foundational ML concepts
Programming & data
Python · SQL · Power BI · Tableau · Excel · HTML · CSS · JavaScript
Healthcare & business
Clinical dentistry · Healthcare management · Hospital administration · Clinic operations · Project management · Research
Productivity & cloud foundations
Microsoft Word · PowerPoint · Teams · AWS · Azure
Languages
Arabic (native) · English (C1)
- 🌐 Portfolio: minagayid.github.io
- 💼 LinkedIn: mina-maged-zekry-gayid