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Hi, I'm Roshanak Karimi, a passionate software engineer specializing in high performance and big data computing. I enjoy tackling complex challenges by developing intelligent frameworks and scalable data-driven solutions. I'm currently working on my master thesis in Dublin where I focus on applied research to optimize parametric simulations using machine learning and multi-objective optimization techniques. With experience in backend development and a keen interest in AI and big data, I have contributed to various projects involving ERP platforms and financial service APIs. I am always eager to learn new technologies and collaborate on innovative projects that leverage data and automation to improve system performance and user experience.…Hi, I'm Roshanak Karimi, a passionate software engineer specializing in high performance and big data computing. I enjoy tackling complex challenges by developing intelligent frameworks and scalable data-driven solutions. I'm currently working on my master thesis in Dublin where I focus on applied research to optimize parametric simulations using machine learning and multi-objective optimization techniques. With experience in backend development and a keen interest in AI and big data, I have contributed to various projects involving ERP platforms and financial service APIs. I am always eager to learn new technologies and collaborate on innovative projects that leverage data and automation to improve system performance and user experience.

Roshanak Karimi

Developer, Data Scientist, AI Engineer, +1

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Hi, I'm Roshanak Karimi, a passionate software engineer specializing in high performance and big data computing. I enjoy tackling complex challenges by developing intelligent frameworks and scalable data-driven solutions. I'm currently working on my master thesis in Dublin where I focus on applied research to optimize parametric simulations using machine learning and multi-objective optimization techniques. With experience in backend development and a keen interest in AI and big data, I have contributed to various projects involving ERP platforms and financial service APIs. I am always eager to learn new technologies and collaborate on innovative projects that leverage data and automation to improve system performance and user experience.…Hi, I'm Roshanak Karimi, a passionate software engineer specializing in high performance and big data computing. I enjoy tackling complex challenges by developing intelligent frameworks and scalable data-driven solutions. I'm currently working on my master thesis in Dublin where I focus on applied research to optimize parametric simulations using machine learning and multi-objective optimization techniques. With experience in backend development and a keen interest in AI and big data, I have contributed to various projects involving ERP platforms and financial service APIs. I am always eager to learn new technologies and collaborate on innovative projects that leverage data and automation to improve system performance and user experience.

Available to hire

Hi, I’m Roshanak Karimi, a passionate software engineer specializing in high performance and big data computing. I enjoy tackling complex challenges by developing intelligent frameworks and scalable data-driven solutions. I’m currently working on my master thesis in Dublin where I focus on applied research to optimize parametric simulations using machine learning and multi-objective optimization techniques.

With experience in backend development and a keen interest in AI and big data, I have contributed to various projects involving ERP platforms and financial service APIs. I am always eager to learn new technologies and collaborate on innovative projects that leverage data and automation to improve system performance and user experience.

Skills

Experience Level

Expert

Expert

Intermediate

Intermediate

Intermediate

Intermediate

Intermediate

Intermediate

Intermediate

Language

English

Advanced

Italian

Intermediate

Persian

Fluent

Work Experience

Master thesis student at IES Ltd

February 1, 2025 - Present

Conducted applied research to develop an intelligent framework for efficient parametric simulation and input recommendation aimed at reducing computational cost while identifying input ranges that best satisfy multiple design objectives. Employed AutoML techniques to identify suitable machine learning models tailored to complex, multi-objective datasets. Performed extensive model evaluation and statistical analysis to ensure robustness across scenarios. Applied sensitivity analysis and feature importance techniques using custom Python scripts. Utilized NSGA-II via PyGMO for multi-objective optimization and delivered a general ML-optimization pipeline to support scalable, data-driven, and sustainable design practices. Technologies used include Python, PyGmo, Scikit-learn, AutoGluon, Pandas, Numpy, SALib, Azure, and Docker.

Backend Developer at I.C.H.I

May 31, 2024 - July 14, 2025

Developed and maintained new features for the REportal ERP platform using C# and .NET MVC stack. Optimized data access and system performance by writing efficient SQL Server queries and using LINQ. Implemented caching strategies to reduce web page load times significantly. Documented system processes and code functionalities to support maintainability and team onboarding. Deployed code updates to production environments using Microsoft Azure and conducted real-world testing to ensure reliable integration with existing systems. Contributed to Agile development practices.

Backend Developer at Toman Pay

July 31, 2021 - July 14, 2025

Developed and maintained robust backend APIs for secure user authentication, real-time notifications, and direct debit services using Django Rest Framework and Python, tailored for financial services. Enabled automated recurring payments, reducing manual intervention and transaction errors. Integrated external systems via SOAP-based APIs for bank transaction processing and SMS notifications. Designed and implemented CI/CD pipelines using GitLab, including automated testing, PR reviews, and deployment workflows. Monitored and resolved production issues in real time using log analysis with Kibana, improving system uptime and user experience. Wrote and maintained unit and integration tests and contributed to internal API documentation.