Looks like you have JavaScript disabled. For the full Twine experience, you will need to re-enable it.

Hi, I'm Fatemeh, a passionate Data Scientist and Machine Learning Engineer with over a decade of engineering experience. I specialize in building robust backend systems and crafting efficient ML pipelines to solve real-world problems, particularly in the energy sector. I enjoy turning complex data into actionable insights, whether through anomaly detection or predictive modeling. I'm eager to keep growing my skills and collaborating on innovative projects that make a positive impact.…Hi, I'm Fatemeh, a passionate Data Scientist and Machine Learning Engineer with over a decade of engineering experience. I specialize in building robust backend systems and crafting efficient ML pipelines to solve real-world problems, particularly in the energy sector. I enjoy turning complex data into actionable insights, whether through anomaly detection or predictive modeling. I'm eager to keep growing my skills and collaborating on innovative projects that make a positive impact.

Fatemeh (Monireh) KhajehMahmoud

Data Scientist, AI Engineer, Developer, +2





Hi, I'm Fatemeh, a passionate Data Scientist and Machine Learning Engineer with over a decade of engineering experience. I specialize in building robust backend systems and crafting efficient ML pipelines to solve real-world problems, particularly in the energy sector. I enjoy turning complex data into actionable insights, whether through anomaly detection or predictive modeling. I'm eager to keep growing my skills and collaborating on innovative projects that make a positive impact.…Hi, I'm Fatemeh, a passionate Data Scientist and Machine Learning Engineer with over a decade of engineering experience. I specialize in building robust backend systems and crafting efficient ML pipelines to solve real-world problems, particularly in the energy sector. I enjoy turning complex data into actionable insights, whether through anomaly detection or predictive modeling. I'm eager to keep growing my skills and collaborating on innovative projects that make a positive impact.

Available to hire

Hi, I’m Fatemeh, a passionate Data Scientist and Machine Learning Engineer with over a decade of engineering experience. I specialize in building robust backend systems and crafting efficient ML pipelines to solve real-world problems, particularly in the energy sector.

I enjoy turning complex data into actionable insights, whether through anomaly detection or predictive modeling. I’m eager to keep growing my skills and collaborating on innovative projects that make a positive impact.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Intermediate

Intermediate

Intermediate

Language

English

Advanced

Amharic

Advanced

Javanese

Intermediate

Work Experience

Data Scientist at INESC-ID

January 31, 2025 - July 22, 2025

Designed and implemented real-time Python backend pipelines for streaming energy data ingestion and forecasting, enabling continuous condition monitoring and operational analytics. Developed scalable Pandas and scikit-learn modules for structured forecasting and anomaly detection on wind turbine and multi-asset datasets. Engineered AI-driven maintenance tools using DBSCAN, IQR, and Z-score anomaly detection techniques, applying cross-validation and metric tracking for model robustness. Built co-simulation frameworks integrating diverse energy datasets and visualized KPIs and forecasts using Matplotlib and Seaborn. Evaluated regression models including polynomial, MLP, and k-NN, optimizing hyperparameters to ensure generalization across datasets.

C/C++ Developer at Informatics Services Corp

October 31, 2022 - July 22, 2025

Engineered ISO8583 interbank switch applications in C/C++ on Linux. Built device abstraction DLLs (Prodevice SSP) for kiosk devices to allow seamless Java backend integration. Developed a Java-based simulator for testing and validating C/C++ projects. Programmed POS/Pinpad systems for online banking and containerized services using Docker to support testing and integration with Informix DB instances. Introduced CI/CD and Agile workflows including Git branching, biweekly sprints, and mentoring.

C Developer at City Dev. & Innovation / Behpardakht Mellat / Hasin Technology

December 31, 2014 - July 22, 2025

Designed C-Linux POS and ATM applications with ISO8583/EMV/RSA Prodevice SSP, enabling secure online and offline transactions on various hardware like Castles, Magic3, PAX, NCR, and Wincor Nixdorf.