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Lahdhirim/README.md

AI Engineer @Orano • CentraleSupélec • Data & AI Systems

About Me

  • I design and deploy AI solutions for real-world industrial use cases
  • Background in Data Science and AI systems
  • I'm passionate about AI and its potential to transform industries and improve lives. I enjoy working on projects on my free time to explore new AI techniques and applications.

My Skill Set

Databases & Big Data

MongoDB MySQL PostgreSQL Apache Spark Databricks Snowflake

Python & AI

Python pytorch Hugging Face OpenCV TensorFlow Flask LangChain Scikit-Learn Ollama

MLOps

AWS Kubernetes Linux Git Docker Azure

Repository Structure & Philosophy

Most of my repositories are organized by topic, indicated at the beginning of each repository name:

  • ML → Machine Learning
  • NLP → Natural Language Processing
  • CV → Computer Vision
  • GENAI → Generative AI
  • RAG → Retrieval-Augmented Generation
  • WEB → Web development

Some repositories also include a suffix to indicate the cloud platform used for the prototype deployment (e.g., aws, vastai, huggingfacespaces).

These projects are part of my continuous learning journey. I build them to explore concepts, test ideas, and create solid foundations for more advanced AI applications. Feel free to fork, experiment, and adapt them to your own use cases

Connect with me

Contribution Graph

pacman contribution graph

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  1. GENAI-web-summarizer-vastai GENAI-web-summarizer-vastai Public

    A web summarization app that uses powerful Large Language Models (LLMs) to scrap and summarize web content, with email delivery support. Configurable with multiple LLM providers, and deployable on …

    Python 5 1

  2. NLP-financial-question-answering-tool NLP-financial-question-answering-tool Public

    Fine-tuning a text-to-text transformer model (T5) on a financial question answering dataset. Includes data preprocessing, training, evaluation pipelines, and a web app for inference built with Flas…

    Python 6 2

  3. NLP-sentiment-classification-aws NLP-sentiment-classification-aws Public

    A complete pipeline for sentiment analysis using Hugging Face Transformers and AWS services. The model can be run on both Streamlit Share Server and AWS (using S3 for storage and EC2 for deployment…

    Python 9 1

  4. CV-image-captioning-clip-gpt2 CV-image-captioning-clip-gpt2 Public

    Image caption generation using a hybrid CLIP-GPT2 architecture. CLIP encodes the image while GPT-2 decodes into natural language captions. Modular and configurable pipelines for training, inference…

    Jupyter Notebook 4

  5. CV-human-pose-classifier-ViT-aws CV-human-pose-classifier-ViT-aws Public

    Human Pose Classifier using Vision Transformers (ViT) – end-to-end pipeline for preprocessing, training, testing, and deploying models with FastAPI/Streamlit and AWS integration.

    Python 7

  6. GENAI-travel-agent-gradio GENAI-travel-agent-gradio Public

    A modular AI travel assistant powered by LLM tool-calling that can interact with both internal and external data sources. The project integrates an internal travel dataset, external APIs such as Op…

    Jupyter Notebook 2