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achrafElFaiq/README.md

🤖 Hey, I'm Achraf

I love building AI systems, whether that's classical ML, deep learning, or generative AI (RAG, LLM pipelines, AI agents). I care about making them secure, maintainable, and production-ready, end to end.

🚀 I'm on my way to mastering full production-cycle AI projects, from data pipelines and model training to deployment and monitoring.

🏢 I've had the chance to work on real-world problems with leading organizations: Orange · Enedis · Matmut (France) · National Institute of Technology of Oyama (Japan)

🧰 Libraries & Frameworks

LangChain Pydantic AI PyTorch TensorFlow scikit-learn Matplotlib Plotly

☁️ Cloud

GCP AWS

📝 I also do a lot of tech watching. Check out my personal writing at achrafelfaiq.fr/blog

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  1. discord-meeting-bot discord-meeting-bot Public

    A Discord bot that records voice calls, transcribes them, and generates an AI-powered report all from simple chat commands

    Python

  2. Environmental-Sound-Classification-RPi Environmental-Sound-Classification-RPi Public

    70,000 augmented audio samples converted to spectrograms, fed into a CNN to classify urban sounds, deployable on Raspberry Pi with a real-time GUI.

    Python

  3. RNN-MachineTranslation RNN-MachineTranslation Public

    Benchmarking LSTM and GRU architectures with multiple embeddings (BERT, Word2Vec, character & word-level) for English to Spanish machine translation.

    Python

  4. synthetic-form-generation synthetic-form-generation Public

    Realistic synthetic form generator using GPT-2 to produce labeled forms (headers, text fields, tables) for training document understanding models.

    Python

  5. RedTeaming-Framwork RedTeaming-Framwork Public

    Modular LLM red teaming framework for testing AI vulnerabilities through one-shot attacks via Garak or multi-turn attacks via PyRIT

    Python

  6. Huffman-Code Huffman-Code Public

    A C program that compresses text files to binary using Huffman coding and decompresses them back.

    C