I build intelligent, production-grade applications end-to-end — from Flutter mobile clients to scalable Django backends and AI/ML systems.
Damascus, Syria · Open to Remote Full-Stack / Mobile / AI Roles
AI-Driven Health Companion & Smart Triage Platform (Jan 2026 – Sep 2026)
An intelligent healthcare ecosystem that analyzes symptoms, habit logs, and wearable vitals to deliver real-time medical triage and clinical documentation.
- Dual Machine Learning Models: Engineered a diagnosis ensemble (246K+ records, 721 conditions, 98% Top-5 accuracy) and a triage model (94% critical-case recall).
- Medical RAG Engine: Built a secure RAG pipeline with strict safety guardrails and real-time streaming via WebSockets.
- Tech Stack:
Flutter (BLoC)·Django (ASGI)·PyTorch·LangChain·RAG·PostgreSQL·Docker - 🔗 Demo: Live Portfolio
AI-Powered Culinary & Nutrition Platform (Sep 2025 – Jan 2026)
Full-stack application offering smart recipe discovery, automated nutritional analysis, and voice-enabled culinary assistance with full RTL/LTR support.
- Designed scalable Django REST APIs using TDD, JWT authentication, and Docker containerization.
- Integrated interactive Flutter UI with real-time AI recipe generation.
- Tech Stack:
Flutter·Django REST·PostgreSQL·Docker·LangChain·TDD - 🔗 Repository: github.com/firas-mostafa/tastecraft-ai
Smart Agriculture & Crop Disease Diagnostic System (Sep 2025 – Dec 2025)
Collaborative mobile platform empowering farmers with optimal planting schedules and automated crop disease detection to minimize yield loss.
- Integrated machine learning diagnostic models with responsive Flutter mobile interfaces and backend services.
- Tech Stack:
Flutter·Machine Learning·Laravel·MySQL·REST APIs - 🔗 Repository: github.com/firas-mostafa/agri_sphere
| Category | Technologies & Frameworks |
|---|---|
| Mobile Development | Flutter, Dart, BLoC, GetX, Clean Architecture, REST APIs |
| Backend & Infrastructure | Python, Django, FastAPI, WebSockets, Celery, Redis, PostgreSQL, Docker |
| AI & Data Science | PyTorch, LangChain, RAG Pipelines, Vector DBs (pgvector), Scikit-Learn |
| Dev Tools & Workflow | Git, GitHub Actions, Postman, Linux (EndeavourOS) |
🌐 Explore Interactive Demos & Case Studies at firas-mostafa.github.io/portfolio