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I’m Heba Ashour, a machine learning engineer and data enthusiast with a strong foundation in Python, ML/DL, and data analysis. I design and optimize models for impactful domains like agriculture, using weather, satellite, and vegetation data to maximize accuracy while minimizing data requirements. I enjoy turning messy data into actionable insights and scalable solutions that can be deployed in real-world settings. My educational path and professional stints across Ireland, Switzerland, Jordan, and Palestine reflect a passion for bridging research with practical impact. I’m currently pursuing an MSc in Artificial Intelligence and eager to collaborate on innovative AI projects that empower communities and businesses alike.…I’m Heba Ashour, a machine learning engineer and data enthusiast with a strong foundation in Python, ML/DL, and data analysis. I design and optimize models for impactful domains like agriculture, using weather, satellite, and vegetation data to maximize accuracy while minimizing data requirements. I enjoy turning messy data into actionable insights and scalable solutions that can be deployed in real-world settings. My educational path and professional stints across Ireland, Switzerland, Jordan, and Palestine reflect a passion for bridging research with practical impact. I’m currently pursuing an MSc in Artificial Intelligence and eager to collaborate on innovative AI projects that empower communities and businesses alike.

Heba Ashour

Data Analyst, AI Engineer, Data Scientist, +2

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I’m Heba Ashour, a machine learning engineer and data enthusiast with a strong foundation in Python, ML/DL, and data analysis. I design and optimize models for impactful domains like agriculture, using weather, satellite, and vegetation data to maximize accuracy while minimizing data requirements. I enjoy turning messy data into actionable insights and scalable solutions that can be deployed in real-world settings. My educational path and professional stints across Ireland, Switzerland, Jordan, and Palestine reflect a passion for bridging research with practical impact. I’m currently pursuing an MSc in Artificial Intelligence and eager to collaborate on innovative AI projects that empower communities and businesses alike.…I’m Heba Ashour, a machine learning engineer and data enthusiast with a strong foundation in Python, ML/DL, and data analysis. I design and optimize models for impactful domains like agriculture, using weather, satellite, and vegetation data to maximize accuracy while minimizing data requirements. I enjoy turning messy data into actionable insights and scalable solutions that can be deployed in real-world settings. My educational path and professional stints across Ireland, Switzerland, Jordan, and Palestine reflect a passion for bridging research with practical impact. I’m currently pursuing an MSc in Artificial Intelligence and eager to collaborate on innovative AI projects that empower communities and businesses alike.

Available to hire

I’m Heba Ashour, a machine learning engineer and data enthusiast with a strong foundation in Python, ML/DL, and data analysis. I design and optimize models for impactful domains like agriculture, using weather, satellite, and vegetation data to maximize accuracy while minimizing data requirements. I enjoy turning messy data into actionable insights and scalable solutions that can be deployed in real-world settings.

My educational path and professional stints across Ireland, Switzerland, Jordan, and Palestine reflect a passion for bridging research with practical impact. I’m currently pursuing an MSc in Artificial Intelligence and eager to collaborate on innovative AI projects that empower communities and businesses alike.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Intermediate

Intermediate

Intermediate

Work Experience

Machine Learning Engineer (part-time) at LemonTree Labs

December 1, 2023 - Present

Developed and optimized ML models (XGBoost, CNN, LSTM) to predict crop yield for small-scale farmers in Egypt, focusing on minimal data requirements while maximizing accuracy. Built solutions using weather, farm, and vegetation data, later refining models to rely on satellite-based weather and vegetation indices for broader scalability. Cleaned data sourced from satellites and sensors and performed exploratory and explanatory analysis.

Machine Learning Engineer Intern at EPFL & Yllyl (You learn like you live)

August 31, 2024 - October 24, 2025

Contributed to the semi-automatic generation of learning experience maps using chatbots for the LX-Factor project, helping secure the Innosuisse Grant. Applied transformer models (BERT, GPT, Mistral) for sentence classification using PyTorch and Hugging Face; conducted experiments to compare model performance. Optimized algorithms and hyperparameters to improve chatbot semantic accuracy and enhanced classification processes; conducted research on AI and rule-based chatbot solutions.

Data Analyst at Allied Actuarial Consultancy

August 31, 2022 - October 24, 2025

Built a Data Check Tool (Python) that automated validation of client datasets, producing error reports in Excel; saved 30%–70% of time on that task. Enhanced End of Service (EOS) Model with automated reporting and results generation, saving 50%–90% of time. Analyzed and cleaned client financial data (including P&L and balance sheets), applied actuarial adjustments, and generated reports supporting business decisions. Designed dashboards and automated workflows to replace manual processes, significantly increasing operational efficiency.

Teacher Assistant at IUG Palestine

February 29, 2020 - October 24, 2025

Worked closely with students to guide them through assignments, monitored progress, and provided feedback. Contributed to the development of course materials on challenging subjects like Operating Systems, Data Structures, Algorithms, and Android Languages & Technical Skills.