name: Mervat Kamel
pronouns: She/Her
location: 6th of October, Egypt πͺπ¬
role: AI Developer π€
passion: [AI, Machine Learning, Data Science, Cats π]
currently_working_on: RAG Systems & AI Automation
learning: Advanced AI Agents & Voice Technologies
hobbies: [Coding, Data Analysis, Cat Videos πΈ]
fun_fact: "Always experimenting with AI... and surrounded by cats! πΎ"
I'm an AI Developer passionate about building intelligent solutions! I love working with RAG systems, LangChain, LlamaIndex, and creating AI-driven automation workflows. When I'm not coding, you'll find me analyzing data or watching cat videos! π±β¨
class MervatKamel:
def __init__(self):
self.role = "AI Developer"
self.languages = ["Python", "SQL"]
self.expertise = {
"AI_ML": ["RAG Systems", "LangChain", "LlamaIndex",
"LangGraph", "Scikit-learn", "Deep Learning"],
"Data": ["Pandas", "NumPy", "Matplotlib", "Seaborn"],
"Tools": ["Power BI", "Excel", "N8N", "Dify.ai", "LiveKit"],
"Automation": ["AI Workflows", "Data Pipelines"]
}
self.current_focus = "RAG & AI Automation"
self.loves = ["π± Cats", "π» Coding", "π Data"]
def say_hi(self):
print("Thanks for stopping by! Let's build something amazing! π")
Built Holt-Winters forecasting model with 80% accuracy for yearly sales prediction
K-Means clustering deployed as API with interactive dashboards
π Fraud Detection
PCA + Logistic Regression for improved fraud detection with enhanced AUC score
AI assistant supporting multiple modalities and interactions
π Currently Working On:
- RAG (Retrieval-Augmented Generation) Systems
- AI Automation Workflows with N8N & Dify.ai
- Advanced AI Agents using LangChain & LlamaIndex
- Data Analysis & Visualization Projects
π± Learning:
- Advanced LangGraph workflows
- Voice-based AI agents with LiveKit
- Deep Learning optimization techniques
π¬ Ask Me About:
- AI & Machine Learning
- RAG Systems & LLM Integration
- Data Science & Visualization
- Python Automation
- How to take the perfect cat photo π±πΈ
If you find my projects helpful, consider giving them a βοΈ
Every star makes a cat smile! π±π
β¨ Made with π and lots of π± by Mervat β¨
