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maryemchk/README.md

Maryem Chakroun

AI & Data Engineering | Final-Year Software Engineering Student

Tunisia 🇹🇳 LinkedIn · Portfolio · Email

Profile

Final-year software engineering student specializing in AI and Data Engineering, with hands-on experience in machine learning, semantic search, and RAG pipelines. Strong Python background, practical project experience, and a track record of performing in competitive and collaborative environments.

Incoming AI Engineer Intern at Talan (Summer 2025). Hackathon winner with leadership experience in tech communities.

Core Skills

  • AI / ML: Machine Learning, NLP, Embeddings, RAG pipelines
  • Data: Data analysis, vector databases, data preprocessing
  • Programming: Python
  • Frameworks & Tools: PyTorch, TensorFlow, scikit-learn, Hugging Face
  • Databases: PostgreSQL, MongoDB, Pinecone, Redis
  • Engineering: Docker, Git

Selected Work

AI Experiments – RAG & Semantic Search Design and implementation of context-aware retrieval systems using vector databases and LLM orchestration.

Technologies: LangChain, FAISS, Pinecone, OpenAI-compatible LLMs

Highlights

  • 🥇 Winner — Nuit de l'Info international hackathon
  • 💼 Incoming AI Engineer Intern @ Talan (Summer 2025)
  • 🧭 General Secretary — ARSII Club (tech events & community leadership)
  • 🌍 Projects focused on AI for social and cultural impact

Interests

AI for social good · Semantic search · Human-centered AI · Design-aware engineering

AI isn’t about replacing people — it’s about building systems that help them think, decide, and create better.

Pinned Loading

  1. langgraph-ai-agent langgraph-ai-agent Public

    An intelligent AI agent built with LangGraph and Google Gemini that uses tools and maintains conversation memory

    Jupyter Notebook

  2. arabic-quote-classifier arabic-quote-classifier Public

    Arabic-quote classifier: 24 k web-scraped quotes → Arabic NLP pipeline → Decision-Tree model; 74 % acc, 21 cats perfect (AUC 1).

    Jupyter Notebook

  3. Complete-search-solution-using-Elasticsearch Complete-search-solution-using-Elasticsearch Public

    full-text search, vector search and semantic search

    Python

  4. rag_mongo_faiss rag_mongo_faiss Public

    This project is a small end‑to‑end RAG app: you upload PDFs, it indexes their content with MongoDB + FAISS, and you can ask questions through a web UI. The backend (FastAPI) retrieves relevant chun…

    HTML

  5. GitHub-Test-Agent-with-AI-Powered-README-Generator GitHub-Test-Agent-with-AI-Powered-README-Generator Public

    An automated tool that generates pytest test files and README documentation for Python projects in GitHub repositories using AI (Ollama/Llama).

    Python