I am a software engineer currently pursuing an MSc in Cloud Computing at the National College of Ireland. I enjoy building scalable, data-driven applications and solving real-world problems with thoughtful engineering and collaboration. My master's thesis on Self-Adaptive Federated Learning for Financial Fraud Detection reflects my interest in privacy-preserving AI and distributed systems. I love learning new technologies, sharing knowledge through documentation and open-source contributions, and driving meaningful impact in teams.

Didheemose Pananchickal Sebastian

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I am a software engineer currently pursuing an MSc in Cloud Computing at the National College of Ireland. I enjoy building scalable, data-driven applications and solving real-world problems with thoughtful engineering and collaboration. My master's thesis on Self-Adaptive Federated Learning for Financial Fraud Detection reflects my interest in privacy-preserving AI and distributed systems. I love learning new technologies, sharing knowledge through documentation and open-source contributions, and driving meaningful impact in teams.

Available to hire

I am a software engineer currently pursuing an MSc in Cloud Computing at the National College of Ireland. I enjoy building scalable, data-driven applications and solving real-world problems with thoughtful engineering and collaboration.

My master’s thesis on Self-Adaptive Federated Learning for Financial Fraud Detection reflects my interest in privacy-preserving AI and distributed systems. I love learning new technologies, sharing knowledge through documentation and open-source contributions, and driving meaningful impact in teams.

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Experience Level

Expert
Expert
Expert
Expert
Expert
Expert
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Expert
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Intermediate
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Language

English
Fluent

Work Experience

Software Engineer at Outlier
January 1, 2024 - November 4, 2025
Contributed engineering expertise to train generative AI models in software development practices, debugging strategies, and collaborative workflows. Reviewed and evaluated AI-generated code in Python, JavaScript, and TypeScript, ensuring adherence to real-world engineering standards. Identified and resolved code quality issues, improving maintainability and reducing model error rates by 25%. Authored clear technical documentation and onboarding resources, aligning with compliance and knowledge-sharing practices. Collaborated cross-functionally to provide expert-level feedback on version control, Git workflows, and debugging techniques to enhance AI model reliability.

Education

MSc in Cloud Computing at National College of Ireland
January 1, 2024 - January 1, 2025
Bachelor of Computer Applications at University of Calicut
June 1, 2020 - March 1, 2023

Qualifications

Certificate in Image Processing & Intro to Machine Learning
February 1, 2023 - November 4, 2025
Certificate in Python Programming
October 1, 2022 - November 4, 2025

Industry Experience

Software & Internet, Financial Services, Professional Services, Healthcare, Media & Entertainment, Other, Education

Experience Level

Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Intermediate
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