👨💻 Aladin Sabbagh
Data Scientist | ML Engineer | MLOps Specialist
Driving innovation through AI and Machine Learning
👋 About Me
With 5 years of experience in the AI ecosystem and 12 years coaching Math Olympiads, I bring a strong mathematical foundation and a proven track record of identifying business needs and tailoring AI solutions to meet them. By always following the latest industry best practices and methodologies, I have successfully led teams in deploying AI solutions into production, enhancing developer productivity, and driving impactful results through effective team leadership.
🛠️ Technical Skills
🤖 Machine Learning
- TensorFlow
- PyTorch
- MLOps
- Deep Learning
💻 Programming
- Python
- R
- Flutter
- CI/CD
🧠 AI Applications
- Generative AI
- LLMs
- NLP
- Real-time Monitoring
📊 Domain Expertise
- Fraud Detection
- Financial Analytics
- Risk Assessment
- Sustainable Finance
💼 Professional Experience
⚡ Risk Department – Innovation Team
BNPP Bank
September 2023 - Present
- Lead AI and MLOps initiatives for risk management, deploying LLMs and generative AI for advanced risk assessment ( RAG and Summarisation)
- Prompt Engineering Research : Experiment with different prompt techniques to optimize LLM outputs for various tasks
- Establish MLOps best practices, integrating CI/CD pipelines for model deployment on cloud and edge environments
- Develop an assistant that helps programmers by suggesting code snippets, increasing team productivity
- Innovate on model optimization techniques including pruning and quantization for edge device constraints
🔍 Compliance Department – Fraud Detection and Transaction Monitoring
BNPP Bank
September 2021 - August 2023
- Built NLP-based fraud detection models and optimized name-screening algorithms, reducing fraud rates by 25%
- RAG solution: Reduced compliance check time by 40% through automated processing
- LLM Chatbot: Collaborated with compliance officers to ensure regulatory alignment
- Utilized TensorFlow and PyTorch to improve detection accuracy and minimize false positives
🌍 ESG Department – Sustainable Finance & Climate Change
BNPP Bank
February 2020 - August 2021
- Developed AI models to monitor and reduce CO2 emissions across real estate assets
- Contributed to BNPP's sustainable finance goals aligned with the 2015 Paris Climate Agreement
🚀 Personal Projects
😊 Emoji Generator (click to try it!)
An LLM emoji generator in production, sign up with email and then describe your favourite emoji! Like and see the emojis of others ( Refresh if does not show immediately)
🔢 LLM for Mathematics (coming live soon)
Specialized language model fine-tuned for mathematical problem-solving and theorem proving applications.
🔎 Icebreaker: People Search with LLMs
Developed a Streamlit-powered Langchain Python application that leverages LLM technology to search and analyze information about individuals, providing comprehensive insights from internet sources.
📱 Flutter & C+ Development Suite
Created multiple web and Android applications including an interactive Quiz App for knowledge testing and a comprehensive Meal Planning app with recipe management features.
🔄 RAG (Retrieval-Augmented Generation)
Implementation of a RAG system that enhances LLM responses with real-time document retrieval and context integration.
⚙️ LLM Fine Tuning
Advanced techniques for customizing large language models to specific domains while maintaining efficiency and performance.
