Fadi Shoaa - Document parser for picking lists (PDF & PNG)

Q: Where is Fadi based?

Fadi is based in Oberhausen, Germany .

Q: What languages does Fadi speak?

Fadi speaks the following languages: Arabic (Native), German (Advanced), English (Advanced) .

Q: How many years of experience does Fadi have?

Fadi has at least 6 years of experience. During this time, Fadi has worked in at least 8 different roles and for 4 different companies . The average length of individual experience is 9 months . Note that Fadi may not have shared all experience and actually has more experience.

Q: What is Fadi's latest experience?

Fadi's most recent position is Document parser for picking lists (PDF & PNG) at Freelancer .

Q: What companies has Fadi worked for in recent years?

In recent years, Fadi has worked for Freelancer , HSBC , and P.E.G. Einkaufs- und Betriebsgenossenschaft eG .

Q: Which industries is Fadi most experienced in?

Fadi is most experienced in industries like Banking and Finance , Retail , and Information Technology (IT) . Fadi also has some experience in Transportation and Logistics and Energy .

Q: Which business areas is Fadi most experienced in?

Fadi is most experienced in business areas like Business Intelligence , Information Technology (IT) , and Finance . Fadi also has some experience in Marketing , Supply Chain Management , and Human Resources (HR) .

Q: Which industries has Fadi worked in recently?

Fadi has recently worked in industries like Banking and Finance , Retail , and Information Technology (IT) .

Q: Which business areas has Fadi worked in recently?

Fadi has recently worked in business areas like Business Intelligence , Information Technology (IT) , and Finance .

Recommended expert

Oberhausen, Germany

Experience

Jan 2025 - Present

1 year 2 months

Document parser for picking lists (PDF & PNG)

Freelancer

Tool for intelligent analysis and extraction of inventory and order data from structured & scanned documents
Use of Azure Form Recognizer & Document Intelligence
Application of fuzzy matching
Excel output with Pandas

Result: Reliable analysis of historical documents even without OCR training.

Jan 2025 - Present

1 year 2 months

HR Copilot – Setup & Integration of an HR Chatbot

Freelancer

Development of an HR Copilot agent with Microsoft Copilot Studio
Connection to a SharePoint knowledge base (Excel-based) for automatic answering of employee questions
Integration into Microsoft Teams including greeting message, test workflow, and admin approval process
Creation of realistic HR documents (e.g., leave policy, onboarding checklist) for pilot simulation
Collaboration with stakeholders (HR & IT) including documentation, troubleshooting, and presentation

Result: Ready-to-use HR Copilot in Teams, answers from the knowledge base in seconds, content maintainable by HR via SharePoint, ready for broad rollout.

Jan 2025 - Present

1 year 2 months

AI-powered matching system for specifications

Freelancer

Development of a Streamlit web app for extracting, standardizing, and AI-based matching of items in specifications
Integration of Azure OpenAI GPT-4
PDF processing via Docupanda API
Excel export
Product matching logic with LLM

Result: Automated product matching reduces manual classification time by 95%.

Jan 2025 - Present

1 year 2 months

Text-to-SQL chatbot with natural language

Freelancer

Building a semantic interface for SQL queries via LangChain & Ollama
Backend development in Flask
Visualization using Matplotlib
Connection to a PostgreSQL database

Result: Fully functional reporting chatbot for sales metrics with automatic chart output.

Feb 2023 - Present

3 years 1 month

Data Engineer & Business Analyst

HSBC

Development and implementation of predictive analytics models to support data-driven decisions
Building scalable ETL pipelines in Python & SQL to optimize data processes
Automating complex data workflows to reduce manual tasks and increase efficiency
Using Google Cloud (BigQuery, AI Platform, TensorFlow) to develop high-performance ML models
Creating interactive BI dashboards & visualization tools with Tableau & PyQt5 for real-time analysis

Oct 2021 - Jan 2023

1 year 4 months

Data Scientist

P.E.G. Einkaufs- und Betriebsgenossenschaft eG

Built and expanded the data science department to promote data-driven strategies
Developed and implemented predictive models to optimize business decisions
Designed and automated ETL processes to increase data quality and availability
Used Selenium & Python to automate repetitive processes and improve data processing
Conducted customer segmentation and RFM analysis to optimize marketing strategies

Dec 2019 - Sep 2021

1 year 10 months

Data 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 the IT system architecture and migrated documentation using Atlassian Confluence
Implemented advanced customer segmentation models using PCA and K-Means clustering for data-driven decision making
Standardized system migrations and IT process automations to enhance operational efficiency
Created technical reports to optimize trading systems and support strategic IT decisions

Apr 2019 - Sep 2019

6 months

Working Student, Data Analysis & Programming

Innogy SE

Developed data analysis and visualization solutions to support business decisions
Automated internal processes by developing custom business tools in VB.NET
Applied machine learning techniques to optimize data-driven business strategies

Summary

Experienced Data Scientist & AI specialist with a strong mathematical background and extensive expertise in machine learning, automation, and big data. Skilled in developing scalable data solutions, optimizing data processes, and implementing AI-driven analyses with Python, SQL, and Google Cloud (BigQuery, AI Platform, TensorFlow).

Since early 2025, also active as a freelancer – focusing on LLM-based automation solutions, Document-AI systems, and data-driven web apps. Goal: make business processes more efficient, more robust, and smarter.

Currently at HSBC, automating data processes, developing ML models, and optimizing business intelligence systems. Previously at P.E.G. eG, responsible for building and leading data science initiatives – including developing predictive models and automating data-driven decisions. Passionate about using AI and automation in practical ways to drive efficiency and innovation.

Skills

Programming Languages: Python, R, Vba, Vb.net
Data Analysis & Modeling: Pandas, Numpy, Tensorflow, Scikit-learn, Keras
Automation & Etl: Selenium, Apache Airflow, Pyqt5, Sql
Cloud Technologies: Google Cloud Platform (Bigquery, Ai Platform), Docker, Kubernetes
Business Intelligence: Tableau, Power Bi
Databases: Sql, Postgresql, Mysql

Languages

Arabic

Native

German

Advanced

English

Advanced

Education

University of Duisburg-Essen

Master of Science in Mathematics · Mathematics · Essen, Germany

Al-Baath University

Bachelor of Science in Mathematics - Analytics · 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

Tableau Advanced Training

Profile

Created

September 2025

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Frequently asked questions

Do you have questions? Here you can find further information.

Where is Fadi based?

Fadi is based in Oberhausen, Germany.

What languages does Fadi speak?

Fadi speaks the following languages: Arabic (Native), German (Advanced), English (Advanced).

How many years of experience does Fadi have?

Fadi has at least 6 years of experience. During this time, Fadi has worked in at least 8 different roles and for 4 different companies. The average length of individual experience is 9 months. Note that Fadi may not have shared all experience and actually has more experience.

What roles would Fadi be best suited for?

Based on recent experience, Fadi would be well-suited for roles such as: Document parser for picking lists (PDF & PNG), HR Copilot – Setup & Integration of an HR Chatbot, AI-powered matching system for specifications.

What is Fadi's latest experience?

Fadi's most recent position is Document parser for picking lists (PDF & PNG) at Freelancer.

What companies has Fadi worked for in recent years?

In recent years, Fadi has worked for Freelancer, HSBC, and P.E.G. Einkaufs- und Betriebsgenossenschaft eG.

Which industries is Fadi most experienced in?

Fadi is most experienced in industries like Banking and Finance, Retail, and Information Technology (IT). Fadi also has some experience in Transportation and Logistics and Energy.

Which business areas is Fadi most experienced in?

Fadi is most experienced in business areas like Business Intelligence, Information Technology (IT), and Finance. Fadi also has some experience in Marketing, Supply Chain Management, and Human Resources (HR).

Which industries has Fadi worked in recently?

Fadi has recently worked in industries like Banking and Finance, Retail, and Information Technology (IT).

Which business areas has Fadi worked in recently?

Fadi has recently worked in business areas like Business Intelligence, Information Technology (IT), and Finance.

What is Fadi's education?

Fadi holds a Master in Mathematics from University of Duisburg-Essen and a Bachelor in Mathematics - Analytics from Al-Baath University.

Does Fadi have any certificates?

Fadi has 7 certificates. Among them, these include: Exploratory Data Analysis For Machine Learning, Generative AI: Introduction And Applications, and Google Cloud Big Data & Machine Learning Fundamentals.

What is the availability of Fadi?

The availability of Fadi needs to be confirmed.

What is the rate of Fadi?

Fadi's rate depends on the specific project requirements. Please use the Meet button on the profile to schedule a meeting and discuss the details.