Karthik Shivashankar

Researcher, Sustainable Communication Technologies, SINTEF Digital

MishMash role: Member · WP2

Deep Learning Empirical Software Engineering Machine Learning Artificial Intelligence Natural Language Generation

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Latest results

Type

Book chapter

1. Book chapter, 2025

   Enhancing Python Code Maintainability Through Large Language Model-Based Approaches

   Karthik Shivashankar ; Antonio Martini

2. Book chapter, 2025

   PyExamine: A Comprehensive, Un-Opinionated Smell Detection Tool for Python

   Karthik Shivashankar ; Antonio Martini

3. Book chapter, 2025

   MLScent: A Tool for Anti-Pattern Detection in ML Projects

   Karthik Shivashankar ; Antonio Martini

4. Book chapter, 2024

   Towards Enhancing Task Prioritization in Software Development Through Transformer-Based Issues Classification

   Kristian Haugerud ; Karthik Shivashankar ; Antonio Martini

Journal article

1. Journal article, 2026

   QualiTagger: automating software quality categorization in issue trackers

   Karthik Shivashankar ; Rafael Capilla ; Maren Maritsdatter Kruke ; Mili Orucevic ; Antonio Martini

2. Journal article, 2026

   TD-Suite: All Batteries Included Framework for Technical Debt Classification

   Karthik Shivashankar ; Antonio Martini

3. Journal article, 2025

   Enhancing Task Prioritization in Software Development Issues Tracking System

   Karthik Shivashankar ; Kristian Haugerud ; Antonio Martini

4. Journal article, 2025

   Maintainability and Scalability in Machine Learning: Challenges and Solutions

   Karthik Shivashankar ; Ghadi al Hajj ; Antonio Martini

5. Journal article, 2025

   BEACon-TD: Classifying Technical Debt and its types across diverse software projects issues using transformers

   Karthik Shivashankar ; Mili Orucevic ; Maren Maritsdatter Kruke ; Antonio Martini

PhD thesis

1. PhD thesis, 2025

   The Dual Role of Machine Learning in Technical Debt Management. Applying Machine Learning for Identification While Analyzing Debt within ML Systems

   Karthik Shivashankar ; Antonio Martini ; Geir Kjetil Ferkingstad Sandve

More results in NVA…