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Achievement: Pair ExtraordinaireAchievement: Pull Shark

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Galal-pic/README.md

Hey, I'm Galal 👋

Senior AI Engineer | Founding Engineer @ SIA AI

I build production-grade AI systems — from real-time streaming engines to multi-agent architectures — that turn raw data into intelligent, scalable products.

LinkedIn YouTube Gmail

🚀 What I Do

  • 🏦 Founding AI Engineer at SIA AI — building AI-powered banking intelligence (customer personas, real-time offer engines, multi-agent systems)
  • 🔁 Real-Time AI Systems — Apache Flink + Kafka streaming pipelines that process card transactions and deliver personalized offers in milliseconds
  • 🤖 Multi-Agent & RAG — designing agentic workflows (CrewAI, LangGraph) and retrieval-augmented generation systems for enterprise use cases
  • 🔒 On-Premise LLMs — fine-tuning and deploying local models (QLoRA, Ollama) for secure processing of sensitive banking data
  • 📊 220+ KPIs — engineered a banking analytics engine that computes KPIs across 6 financial domains and generates LLM-powered customer personas
  • 🎓 Content Creator — teaching data science & ML on Human Learning YouTube channel

🛠️ Tech Stack

AI & LLMs

LangChain OpenAI HuggingFace Ollama CrewAI LangGraph LlamaIndex RAG

Data Engineering & Streaming

Apache Kafka Apache Flink Celery RabbitMQ Redis

ML & Deep Learning

PyTorch TensorFlow scikit-learn Python Pandas

Backend & DevOps

FastAPI Docker GitHub Actions Flask Git

Databases & Vector Stores

PostgreSQL MongoDB Qdrant MySQL

Monitoring & Observability

Prometheus Grafana Langfuse

Data Visualization & BI

Power BI Tableau Streamlit

📊 GitHub Stats

GitHub Stats

Top Languages

GitHub Streak

🌱 Currently: Building AI-powered banking intelligence at SIA AI & sharing knowledge on YouTube

💬 Ask me about: RAG systems, multi-agent architectures, real-time streaming with Flink/Kafka, LLMOps

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