Ali Al Madani
Beirut
Summary
Meticulous Data Scientist with a proven track record in compiling, transforming, and analyzing complex information using advanced software solutions. Expertise in machine learning and large dataset management, combined with a strong ability to identify relationships and develop innovative solutions to business challenges. Detail-oriented with exceptional communication and project management skills, adept at efficiently managing multiple tasks in fast-paced environments. Recognized for a proactive approach to problem-solving, emphasizing process optimization and support for team objectives to drive success.
Overview
4
4
years of professional experience
Work History
Prompt Engineer
Launchmetrics
10.2023 - Current
- Engineered high-precision prompts for ChatGPT / GPT-3.5.
- Processed large datasets and evaluated generative outputs.
- Optimized multilingual and multi-task prompting.
Lead Data Scientist
ClinGroup Holdings
03.2025 - 11.2025
- Built NER and LLM extraction pipelines (Hugging Face, GPT-4o).
- Developed ETL and data preparation workflows.
- Contributed to AI architecture for Music Therapy U-Method.
- Performed EDA and time-series studies to support decisions.
- Integrated ML solutions into internal processes.
Data Science Intern
Launchmetrics
03.2025 - 09.2025
- Conducted big-data descriptive analysis using Spark.
- Built dashboards for media and marketing insights.
- Applied GPT-4.0 NER and optimized LLMs.
Data Scientist
AE Telco LTD
06.2023 - 03.2024
- Built automated business analytics workflows.
- Tracked performance metrics and activity trends.
- Improved reporting using Google Apps Script.
IT Specialist
Center of Education and Research
04.2022 - 09.2022
- Maintained hardware and software systems.
- Managed databases and data entry tasks.
Education
M.D. - Data Science
Rome Business School
Rome, Italy10-2026
Bachelor's - Computer Science
Phoenicia University
Lebanon06.2023
AWS Cloud Practitioner -
Amazon Web Services
Data Science Professional Certificate - undefined
IBM / Coursera
07.2024
Skills
- Machine Learning, Deep Learning, LLMs (GPT-4o, Llama-3)
- NLP: NER, Token Classification, Sentiment Analysis
- Hugging Face, Prompt Engineering, JSON-Schema Outputs
- Data Engineering: Python, PySpark, ETL, Web Scraping
- Databases: PostgreSQL, SQL, Metadata Modeling
- Vector Databases: Pinecone, Weaviate, Qdrant, FAISS
- Cloud & DevOps: AWS, Linux, Shell Scripting
- Software: Python, Java, C/C, MATLAB, Git/GitHub
- Analytics: Time Series, Statistics, Data Visualization
- Tools: Label Studio, Matplotlib, NumPy, Jupyter, Apache Spark
- Reporting: KPI Systems, Automated Dashboards
- AI System Design
- LLM Workflow Engineering
- Feature Engineering
- Model Evaluation and Optimization
- Workflow Automation
- Technical Documentation
- Cross-functional Collaboration
- Leadership and Guidance
- Strategic Planning
- Problem Solving
- Technical and Non-Technical Communication
- Organization and Time Management
- Adaptability under Pressure
- Python programming
- Speech recognition
- Machine learning algorithms
- Automated testing
- Critical thinking
- Adaptability
- Problem-solving aptitude
- Decision-making
- Attention to detail
- Teamwork
LANGUAGE SKILLS
Arabic: Mother tongue
English: C2 Listening, C2 Reading, C1 Writing, C2 Speaking
Timeline
Data Science Intern
Launchmetrics
03.2025 - 09.2025
Lead Data Scientist
ClinGroup Holdings
03.2025 - 11.2025
Prompt Engineer
Launchmetrics
10.2023 - Current
Data Scientist
AE Telco LTD
06.2023 - 03.2024
IT Specialist
Center of Education and Research
04.2022 - 09.2022
Bachelor's - Computer Science
Phoenicia University
Data Science Professional Certificate - undefined
IBM / Coursera
M.D. - Data Science
Rome Business School
AWS Cloud Practitioner -
Amazon Web Services
PROJECTS
- AI Knowledge Base & RAG System – ClinGroup Holdings, Designed LLM-based structured extraction workflows, vector database evaluations, and data ingestion pipelines for future RAG chatbot integration.
- Music Therapy AI (U-Method), Developed dataset structures and audio feature categorization (tempo, brightness, dynamics) for controlled generative music outputs.
- Brand–Celebrity–Event NER Pipeline – Launchmetrics, Built multilingual NER extraction pipelines with structured JSON outputs and large-scale media analysis.
- Medical Text NER Pipeline – ClinGroup Holdings, Implemented transformer-based NER models and preprocessing workflows with Label Studio for clinical text analysis.
- Plumber F Data Engineering Pipeline – Internal Project, Developed automated ETL processes using PostgreSQL and Python for ingestion, cleaning, and analytics.
- Business Analytics Automation – AE Telco LTD, Created automated reporting workflows, KPIs, and time-series analytics to support decision-making.
Training
- Prompt Engineering Framework – Launchmetrics (France)
- Optimized prompt structures and evaluation strategies for multilingual and multi-output generative tasks.
- Large-Scale Distributed Data Analysis – Launchmetrics (Spain)
- Performed Spark-based analysis and visualization of high-volume datasets for insights reporting.