Fadi S.
Document parser for picking lists (PDF & PNG)
Experience
Jan 2025 - Present
9 monthsDocument parser for picking lists (PDF & PNG)
Freelancer
- Tool for intelligent analysis and extraction of warehouse and order data from structured & scanned documents.
- Used Azure Form Recognizer & Document Intelligence, fuzzy matching, and Excel output with Pandas.
- Result: reliable analysis of historical documents even without OCR training.
Jan 2025 - Present
9 monthsHR Copilot – setup & integration of an HR chatbot
Freelancer
- Developed an HR Copilot agent with Microsoft Copilot Studio.
- Connected a SharePoint knowledge base (Excel-based) to automatically answer employee questions.
- Integrated into Microsoft Teams, including a welcome message, test workflow, and admin approval process.
- Created realistic HR documents (e.g., vacation policy, onboarding checklist) for pilot simulation.
- Collaborated with stakeholders (HR & IT), including documentation, troubleshooting, and presentations.
- Result: ready-to-use HR Copilot in Teams, delivering answers from the knowledge base in seconds, with content maintainable by HR via SharePoint, ready for broad rollout.
Jan 2025 - Present
9 monthsAI-powered matching system for specification lists
Freelancer
- Developed a Streamlit web app for extracting, standardizing, and AI-based matching of items in specification lists.
- Integrated Azure OpenAI GPT-4, PDF processing via Docupanda API, Excel export, and product matching logic with LLM.
- Result: automated product matching reduced manual classification time by 95%.
Jan 2025 - Present
9 monthsText-to-SQL chatbot with natural language
Freelancer
- Built a semantic interface for SQL queries using LangChain & Ollama.
- Backend in Flask, visualization with Matplotlib, connected to a PostgreSQL database.
- Result: fully functional reporting chatbot for sales metrics with automatic chart generation.
Feb 2023 - Present
2 years 8 monthsData Engineer & Business Analyst
HSBC
- Developed and implemented predictive analytics models to support data-driven decisions.
- Built scalable ETL pipelines in Python & SQL to optimize data processes.
- Automated complex data workflows to reduce manual tasks and boost efficiency.
- Used Google Cloud (BigQuery, AI Platform, TensorFlow) to develop powerful ML models.
- Created interactive BI dashboards & visualization tools with Tableau & PyQt5 to enable real-time analysis.
Oct 2021 - Jan 2023
1 year 4 monthsData Scientist
P.E.G. Einkaufs- und Betriebsgenossenschaft eG
- Established and expanded the Data Science department to drive data-driven strategies.
- Developed and implemented predictive models to optimize business decisions.
- Designed and automated ETL processes to improve data quality and availability.
- Used Selenium & Python to automate repetitive processes and enhance data processing.
- Conducted customer segmentation & RFM analyses to optimize marketing strategies.
Dec 2019 - Sep 2021
1 year 10 monthsData Science & Trading Technology Analyst (Working Student)
HSBC
- Developed and implemented automated data processes with Python, R and VBA to optimize financial data processing.
- Improved Identity & Access Management (IAM) processes to optimize user access policies for trading systems.
- Redesigned IT system architecture and migrated documentation using Atlassian Confluence.
- Implemented advanced customer segmentation models with PCA & K-Means clustering for data-driven decision making.
- Standardized system migrations & IT process automations to increase operational efficiency.
- Created technical reports to optimize trading systems and support strategic IT decisions.
Apr 2019 - Sep 2019
6 monthsWorking Student, Data Analysis & Programming
Innogy SE
- Developed data analysis and visualization solutions to support operational decisions.
- Automated internal processes by developing custom business tools in VB.NET.
- Applied machine learning methods to optimize data-driven business strategies.
Summary
Experienced Data Scientist & AI specialist with a strong math background and extensive expertise in machine learning, automation, and big data. Skilled in building scalable data solutions, optimizing data processes, and implementing AI-powered analyses with Python, SQL, and Google Cloud (BigQuery, AI Platform, TensorFlow).
Since early 2025, I have also been working as a freelancer, focusing on the development of LLM-based automation solutions, Document-AI systems, and data-driven web apps. My goal is to make business processes more efficient, robust, and intelligent.
I am currently at HSBC, where I automate data processes, develop ML models, and optimize business intelligence systems. Previously, I was responsible for setting up and leading data science initiatives at P.E.G. eG, including building predictive models and automating data-driven decisions. I am passionate about applying AI and automation in practical ways to drive efficiency and innovation.
Languages
Arabic
NativeGerman
AdvancedEnglish
AdvancedEducation
University of Duisburg-Essen
Master of Science · Mathematics · Germany
Al-Baath University
Bachelor of Science · Mathematics - Analytics · Syrian Arab Republic
Certifications & licenses
Exploratory Data Analysis For Machine Learning
Coursera, IBM
Generative AI: Introduction And Applications
Coursera, IBM
Google Cloud Big Data & Machine Learning Fundamentals
Coursera, Google Cloud
Importing & Cleaning Data With Python
Natural Language Processing & Capstone
Coursera, UC Irvine
Python For Data Science, AI & Development
Coursera, IBM
Advanced Tableau Training
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