Mouad Karma Mouad-Karma

Highlights

Hi, I'm Mouad Karma 👋

Data & AI Engineer in the making | LLMs · RAG · Agentic AI

🎓 Master's student in Big Data & IoT @ ENSAM Casablanca
🔍 Looking for a Data/AI internship (PFA, 2–3 months)
📍 Mohammedia, Morocco

🧠 Focus Areas

Generative AI: LLMs, RAG pipelines, Agentic AI, prompt engineering
Data Engineering: distributed pipelines with Hadoop, Hive, Flume, ETL
Machine Learning / Deep Learning: classical ML, NLP (TF-IDF, Word2Vec, BERT), CNN/LSTM
Full-Stack Development: end-to-end apps from data pipeline to API to UI

📌 Featured Projects

Study Assistant RAG RAG system to query course materials in natural language — PyMuPDF + LangChain ingestion, ChromaDB vector search, Groq/Llama 3.1 generation, Streamlit UI.

NLP Press Article Classification End-to-end pipeline comparing TF-IDF/SVM against BERT for multi-class news classification on AG News & BBC News.

Hugging Face Model Classifier Production-ready app classifying ML projects with Hugging Face + PyTorch, served via Ray, FastAPI, and tracked with MLflow.

Smart Land — Big Data Pipeline Full-stack JEE app (Spring Boot/React) for real-time agri-environmental monitoring, with Flume → HDFS → Hive → PostgreSQL ingestion.

🛠️ Tech Stack

Languages

Python Java C SQL Dart

AI / ML / LLMs

LangChain Hugging Face Scikit-learn Keras PyTorch ChromaDB MLflow

Data & Big Data

Hadoop Apache Hive PostgreSQL MySQL MongoDB Pandas NumPy Power BI

Backend & Frameworks

Spring Boot FastAPI React Flutter Firebase

MLOps & DevOps

Docker Jenkins Git Prometheus Grafana Linux

Popular repositories Loading

premier-league-scouting-model premier-league-scouting-model Public

Machine learning project analyzing Premier League 2023/24 player data. Includes goal & assist prediction models (regression), player position classification, and statistical performance analysis ac...

Jupyter Notebook
IoT-environmental-anomaly-detection IoT-environmental-anomaly-detection Public

Forked from Farouk-elouassif/IoT-environmental-anomaly-detection

ML-powered anomaly detection for environmental measurements collected via IoT sensors.

Python
SmartLand-Backend SmartLand-Backend Public

SmartLand Backend is a Spring Boot REST API for smart farming workflows. It currently provides user registration/login with JWT-based authentication and the core data model/repositories for farms, ...

Java
End-to-End-IoT-Simulator-for-Big-Data-Agriculture-Pipeline End-to-End-IoT-Simulator-for-Big-Data-Agriculture-Pipeline Public

A distributed IoT data pipeline that simulates agricultural sensors, streams data through Flume into HDFS, and uses Hive for querying. A Spring Boot layer processes the data to generate real-time a...

Python
hugging-face-classifier-with-llms hugging-face-classifier-with-llms Public

A production-ready NLP application that classifies ML projects using Hugging Face and PyTorch, featuring distributed serving with Ray, FastAPI, and MLflow tracking.

Python
NLP-Classification-Thematique-d-Articles-de-Presse NLP-Classification-Thematique-d-Articles-de-Presse Public

End-to-end NLP pipeline for press article classification. Compares traditional statistical methods (TF-IDF, SVM) with state-of-the-art Transformers (BERT).

Jupyter Notebook

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