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AnasAber/README.md




I'm a Data Engineer based in Casablanca.

#python, #sql, #kafka, #gcp, #aws, a lil #pyspark

🌱 Currently learning how to keep things running outside of my machine (⌐■_■)

Portfolio 🍁: here


Languages-Frameworks-Tools



📕 My blog posts

The Poetic Craft of PEFT: A Journey with LoRA & QLoRA 🍁: here

Supervised Fine-tuning dilemma 🥀: here

Generative Models 🌸: here

Linear Regression Assumptions: here

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  1. RAG_in_CPURAG_in_CPUPublic

    This repo is for advanced RAG systems, each branch will represent a project based on RAG.

    Python 5 1

  2. MLflow_with_RAGMLflow_with_RAGPublic

    Using MLflow to deploy your RAG pipeline, using LLamaIndex, Langchain and Ollama/HuggingfaceLLMs/Groq

    Python 2 1

  3. Object_Detection_StreamlitObject_Detection_StreamlitPublic

    This is a Streamlit app that lets you label detected object, and upload the labeled image.

    Python 2

  4. Solar_Energy_ProductionSolar_Energy_ProductionPublic

    This repository contains the implementation of a Long Short-Term Memory (LSTM) model with an attention mechanism for predicting solar energy production. The model is implemented in Python using Ten…

    Jupyter Notebook 3