AC Anas Chahid

IT engineer at CHU Oujda

PhD student & lecturer — ENSAO

Oujda, MA — --:--

Anas Chahid

Engineer and researcher building dependable software for healthcare — from hospital infrastructure to language models for Moroccan Darija.

Selected work↓ Get in touch→
  • ASP.NET Core
  • C#
  • React
  • TypeScript
  • Vue 3
  • Blazor
  • SQL Server
  • PostgreSQL
  • Docker
  • Kubernetes
  • Azure
  • Python
  • Transformers

(01) Selected work

Things I've built

  1. 01 Clinicflow Bilingual (Darija / English) symptom triage that routes patients to the right specialty and drafts the health record from a voice note. ML · Speech · RAG ↗ Clinicflow interface
  2. 02 Medclassify Machine-learning classifier that maps described symptoms to the medical specialty that should see them. ML · Python · Web ↗ Medclassify interface
  3. 03 Game Hub Full-stack video game explorer — search titles, read details, sign up and keep a favourites list. ASP.NET 8 · React · TS ↗ Game Hub interface
  4. 04 Algorithms PlayGround A .NET library of must-know sorting and searching algorithms, with tooling to benchmark them against each other. Published on NuGet. .NET · NuGet ↗ Algorithms PlayGround
  5. 05 Warehouse Management Backend and UI/UX for the Faculty of Medicine of Oujda — dispatch stock to departments, generate PDF invoices and email them automatically. ASP.NET 6 · React Native — Warehouse management app
  6. 06 Medical Quiz Platform Exam management for medical students: professors publish exams and review answers, students sit them and track results. ASP.NET 6 · React — Medical quiz platform
Archive 11 more projects
ProjectStackLinks
Passwords Manager APIASP.NET 6 · MongoDB—
PieShopASP.NET Core 5 · SQL ServerCode
Clothing e-commerceReact · Redux · Firebase · StripeLiveCode
NYT articles explorerReact · NYT APILiveCode
Movies database (Android)Java · TMDB APICode
App landing pageHTML · CSSLiveCode
IoT humidity & temperatureESP8266 · DHT11 · PHPCode
Inventory sticker generatorJavaScript · PHP · FPDFCode
Exam transcript generatorJavaScript · PHPCode
Margo HostingHTML · CSS · JavaScriptLiveCode
Space HosterHTML · CSSLiveCode

(02) Research

Papers & models

  1. 2026 An Advanced Conversational AI System for Medical Specialty Triage Featuring a RAG-Based Dialogue Engine A. Chahid, I. Chahid, M. Emharraf, M. Belkasmi Lecture Notes in Networks and Systems
  2. 2026 An AI-Powered Approach for Medical Specialty Triage Using Natural Language Processing and Transformer Models A. Chahid, I. Chahid, W. Mrabti, M. Emharraf, M.G. Belkasmi IJACSA
  3. 2026 Privacy Leakage and Memorization in Fine-Tuned Clinical Language Models: A Controlled Study of Defenses and Backbone Choice on Clinical Narrative Transcriptions Y. Chahid, A. Chahid, I. Chahid, A.K. Elmiad IJACSA
  4. 2026 Automated Medical Image De-Identification via U-Net++ Segmentation and Conditional GAN Inpainting I. Chahid, A. Chahid, Y. Chahid, A.K. Elmiad, M. Badaoui IJACSA
  5. 2026 Leveraging Statistical Invariants to Fortify CNN-Based Medical Diagnostics Against Adversarial Perturbations Y. Chahid, A. Chahid, I. Chahid, A.K. Elmiad IJACSA
  6. 2025 Medical Specialty Classification: An Interactive Application with Iterative Improvement for Patient Triage A. Chahid, I. Chahid, M. Emharraf, M.G. Belkasmi Engineering Proceedings

Open models on Hugging Face

The Arabizi blind spot · BGE-M3

1.2% 20.5%

Share of Moroccan health questions written in Arabizi for which BGE-M3 finds the right answer in its top ten — before and after fine-tuning on 165,846 Darija sentence pairs.

Model card ↗

Arabizi to English · EmbeddingGemma 2

8.8% 90.1%

Share of Arabizi Darija sentences for which EmbeddingGemma 2 finds the right English translation in its top ten — before and after the same fine-tuning.

Model card ↗

Darija & Arabizi embeddings Text embeddings that read Darija in Arabic letters, Arabizi and French mix alike

Medical specialty classification Routing patient-written health posts to the right specialty

All models on Hugging Face↗

Writing on Medium

(03) About

Portrait of Anas Chahid
Anas Chahid — Oujda, Morocco

I'm an IT engineer at CHU Oujda, where I work on IT governance and infrastructure, and a PhD student and lecturer at ENSAO, researching language models for healthcare and Moroccan Darija. Before that I shipped full-stack .NET work at Hahn Software and built tools for the Faculty of Medicine of Oujda. I like the unglamorous parts: systems that hold up and software people can use without a manual.

Projects shipped
17
Publications
6
Open models
6

(04) Experience

Where I've worked

  1. Jul 2026 — CHU Oujda IT Engineer — IT Governance & Infrastructure Oujda
  2. Now ENSAO PhD student & lecturer — NLP for healthcare and Moroccan Darija Oujda
  3. 2024 – 26 Hahn Software Full-stack .NET Software Engineer Germany
  4. 2023 SQLI End-of-studies internship — contributed to two client solutions Oujda
  5. 2023 FMPO Freelance — grades & results portal for the Faculty of Medicine Oujda
  6. 2022 FMPO Internship — warehouse management backend & UI/UX Oujda
  7. 2021 FMPO Internship — internal tools for the faculty Oujda
  8. 2018 – 23 ENSAO Engineering degree, Computer Science Oujda

Certifications

(05) Contact

Say hello.

[email protected] ↗