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FCHEHIDI/README.md

⎔ FARES CHEHIDI ⎔

Backend Developer Python ◈ ML Engineer

Email LinkedIn Portfolio

◢ About

class Developer:
    def __init__(self):
        self.name = "Fares Chehidi"
        self.background = ["Linguistique → Logique des prédicats", 
                          "Prof → Hôtel → Digitalisation → Code"]
        self.current = "Backend Dev + ML Engineer"
        self.declic = "circuits sémantiques → signaux CPU"

▣ De la logique des prédicats aux circuits sémantiques

Prof de français → Directeur d'hôtel (digitalisation PCI DSS) → Déclic tech → Backend Developer Python.
Rigueur pédagogique + gestion d'entreprise + passion pour l'optimisation système.

◢ Stack

Expert: Python FastAPI PyTorch PostgreSQL
Advanced: Rust (Axum/Tokio) C# (ASP.NET Core) SQL Docker
Intermediate: TypeScript Java R

◢ Featured Projects

⎔ VoiceFlow → Diarization vocale ML (PyTorch/FastAPI + Rust inference server)
⎔ Load Balancer Analytics → ML retry prediction + Power BI dashboards
⎔ FastAPI REST APIs → Production backend avec auth JWT + SQLAlchemy
⎔ LogiTrack → Système de suivi logistique (ASP.NET Core + EF + SQL Server)
⎔ Medical RAG → Chatbot RAG médical (LangChain + vector DB)
⎔ Biostatistics Modeling → Modélisation statistique R pour recherche clinique

◢ Goals 2025

goals = [
    "▶ Infrastructures à grande échelle (hospitalier, spatial, IA)",
    "▶ Code élégant et optimisé",
    "▶ Systèmes distribués complexes",
    "▶ Impact technologique et social"
]

◢ Stats

GitHub Stats

Top Langs

◈ De l'enseignement au code : construire des systèmes qui ont du sens ◈

Pinned Loading

  1. Load-Balancer-Analytics-at-Hyperscale Load-Balancer-Analytics-at-Hyperscale Public

    Enterprise-grade load balancer observability platform with ML-powered retry prediction, real-time analytics, SQL Server integration, and Power BI dashboards for high-scale traffic management.

    Python 1

  2. MedicalAIClassificationSystem MedicalAIClassificationSystem Public

    Python 1

  3. MedicalRAGChatbot MedicalRAGChatbot Public

    Production-ready Medical RAG Chatbot showcasing AI/ML engineering skills with local LLM integration and vector databases

    Python 1

  4. PancreaticCancer-CT-Scans-Recognition PancreaticCancer-CT-Scans-Recognition Public

    Python 1

  5. logitrack-backend logitrack-backend Public

    Production-ready ASP.NET Core API for inventory and order management, built as a Microsoft Backend Capstone project. Features include Entity Framework Core, JWT authentication, role-based authoriza…

    C# 1

  6. APIs-Development-with-FastAPI APIs-Development-with-FastAPI Public

    Professional FastAPI REST API with JWT authentication, SQLAlchemy ORM, role-based access control, and comprehensive CRUD operations. Features user management, admin dashboard, automated testing, an…

    Python 2