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FarahAbdo - Overview

Hi there, I'm Farah Abdou! 👋

Machine Learning Engineer & AI Researcher

About Me

Passionate Machine Learning Engineer and AI Researcher specializing in developing intelligent systems that solve real-world problems. I combine deep learning expertise with software engineering best practices to build scalable, production-ready ML solutions.

  • Researching cutting-edge AI/ML techniques
  • Building end-to-end ML pipelines and AI applications
  • Transforming data into actionable insights
  • Currently exploring LLMs, MLOps, and Reinforcement Learning
  • Open source contributor and technical writer

Core Competencies

Machine Learning

  • Deep Learning (CNNs, RNNs, Transformers)
  • Natural Language Processing
  • Computer Vision
  • Time Series Analysis
  • Reinforcement Learning
  • Model Optimization & Deployment

Data Science

  • Statistical Modeling
  • Feature Engineering
  • Data Analysis & Visualization
  • A/B Testing
  • Experimentation Design
  • Big Data Processing

MLOps & Engineering

  • Model Deployment & Serving
  • CI/CD for ML
  • Experiment Tracking
  • Model Monitoring
  • Cloud Infrastructure
  • API Development

Tech Stack

Languages

Python Java R SQL C++

ML/DL Frameworks

TensorFlow PyTorch Keras scikit--learn Hugging Face OpenCV

Data & Analytics

Pandas NumPy Matplotlib Plotly Apache Spark

MLOps & Tools

Docker Kubernetes MLflow Weights & Biases Git DVC

Cloud & Infrastructure

AWS Google Cloud Azure Linux

LLMs & Gen AI

OpenAI LangChain Ollama RAG