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Achievement: YOLOAchievement: Pull Shark

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sambett/README.md

Hi 👋, I'm Selma Bettaieb

Provisioning clusters and questioning my life choices in equal measure.

MLOps Engineer.

I build AI/ML systems — computer vision, RAG, semantic search — and the infrastructure that runs them in production: Kubernetes, data pipelines, experiment tracking, deployment automation.

📧 Email: sbettaie56@gmail.com or selmabettaieb9@gmail.com

🔭 Currently building: AI Workbench as a Service — a Kubernetes platform automating GPU cluster provisioning, JupyterHub notebooks, and Kyverno-enforced access policies via Ansible, validated on real GPU hardware. ▶ Demo

Infrastructure & MLOps

Project What it does Stack
AI Workbench as a Service Self-service Kubernetes platform for GPU research, governed by admission-layer policy Kubernetes, Ansible, Kyverno, JupyterHub
Spotify Listening Analytics Production-style data lake, medallion architecture Spark, Delta Lake, MinIO, Trino, Superset
Turnover Prediction Pipeline End-to-end ML pipeline: versioning, tracking, validation gates, CI/CD DVC, MLflow, Deepchecks

Applied AI

Project What it does Stack
Medical Literature RAG Retrieval-augmented search over 4,790 medical abstracts LangChain, FAISS
Cuisine Semantic Search Vector-embedding recipe search across 3,499+ recipes ChromaDB, Docker
Helmet Detection Real-time construction-site safety detection YOLOv8, Streamlit
Plant Disease Classification 98% accuracy comparing transfer-learning strategies VGG16, ResNet50
Tunisian License Plate Recognition Computer vision pipeline, live public demo OpenCV, Python
Female Farmers Health Analysis Random Forest risk prediction + NLP text analysis on occupational health data, 81 farmers × 61 variables scikit-learn, PCA/MCA, React dashboard

Full-Stack / Software Engineering

Project What it does Stack
Student Housing Management Full-stack property management system with advanced search Java (Jersey), MySQL, React, TypeScript
DocConnect Professor availability tracking system, containerized Spring Boot, MySQL, Angular, Docker
TWISE Feedback Platform Privacy-first, fully local event feedback system with sentiment analysis (hackathon build) React, DistilBERT

Connect with me:

x.com/sam_greeneggz youtube.com/@selmabettaieb2367

Core stack:

kubernetes docker python tensorflow pytorch opencv flask grafana react java spring mysql

Also working with: Ansible · Kyverno · Apache Spark · Delta Lake · MLflow · DVC · LangChain · FAISS · JupyterHub

Pinned Loading

  1. tunisian-license-plate-recognition tunisian-license-plate-recognition Public

    End-to-end pipeline for detecting vehicles and license plates in traffic images and reading Tunisian plate text, with an interactive Streamlit app.

    Python 2

  2. female-farmers-health-analysis female-farmers-health-analysis Public

    Occupational health risk analysis for female farmers — statistical modeling (PCA, MCA, ANOVA) and a Random Forest risk-prediction model with NLP-based text analysis, served through a FastAPI backen…

    TypeScript 1 1

  3. leaf_classification leaf_classification Public

    for the research visit :

    Python 1

  4. North-Indian-Cuisine-Search-System North-Indian-Cuisine-Search-System Public

    CPU-only semantic search engine for North Indian recipes — Sentence Transformers embeddings, ChromaDB vector store, Streamlit UI. Sub-second search across 3,499 recipes, Dockerized for deployment, …

    Python 1

  5. spotify spotify Public

    Batch data lake for Spotify listening analytics — Bronze/Silver/Gold medallion pipeline on Apache Spark + Delta Lake, MinIO object storage, Trino SQL, Superset dashboards, orchestrated via Docker C…

    Python