Open to opportunities

Farah Aloui

@farahaloui

Data Scientist specializing in Python, machine learning, and computer vision—turning complex datasets into actionable insights.

Tunisia

Message

What I'm looking for

I’m looking for a role where I can build end-to-end ML/deep learning pipelines, apply feature engineering and data cleaning, and ship models that drive clearer decisions—especially in computer vision or structured/geospatial analytics.

I’m a results-driven Data Scientist focused on building ML pipelines for structured and geospatial data, with a strong emphasis on data preprocessing and feature engineering. In my recent role at Hydra Geo, I developed and deployed machine learning models that improved predictive accuracy by 20%, and I built interactive dashboards and visualizations using Python and Power BI to support data-driven decision-making.

I also work hands-on with deep learning for computer vision, including diffusion-based document image restoration and handwritten text recognition (HTR). At the Digital Research Center, I restored 100+ degraded historical document images and integrated HTR, improving text readability accuracy by 25%, while delivering end-to-end pipelines for robust training and evaluation.

Experience

Work history, roles, and key accomplishments

Data Scientist

Hydra Geo

Dec 2024 - Dec 2025 (1 year)

Developed and deployed machine learning models for geospatial and structured data, improving predictive accuracy by 20%. Built data preprocessing pipelines for 100k+ row datasets and created interactive dashboards/visualizations in Python and Power BI to support data-driven decision-making.

Python Machine Learning data preprocessing Feature Engineering Power BI Data Visualization Predictive Analytics

Data Scientist

Digital Research Center

Jan 2024 - Aug 2024 (7 months)

Developed a diffusion-based deep learning model to restore 100+ degraded historical document images, improving clarity and usability. Integrated handwritten text recognition (HTR) to increase text readability accuracy by 25% and built end-to-end ML pipelines with preprocessing, noise simulation, and normalization for robust model training and evaluation.

Deep Learning Diffusion Models Computer Vision Document Image Restoration Handwritten Text Recognition (HTR)data preprocessing Model Evaluation

Data Analyst Intern

Tunisie Telecom

Mar 2023 - Jun 2023 (3 months)

Performed data cleaning, transformation, and exploratory data analysis (EDA) on 10,000+ rows of structured data. Created dashboards to surface trends, correlations, and anomalies, and applied feature engineering to improve model readiness while delivering analytical reports to stakeholders.

Data Cleaning data transformation Feature Engineering Data Visualization Data Quality