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September 1, 2017by Dr Abhinav Gupta

Software Engineering as a Research Skill

Early in my research journey, I believed that good mathematics alone was enough to produce impactful computational research. Over time, I realized that without robust software engineering practices, even strong algorithms struggle to scale, reproduce, or reach real-world applications.

Software Engineering as a Research Skill

Software engineering concepts such as modular design, testing pipelines, version control, CI/CD, and containerization became essential parts of my workflow. They helped me bridge the gap between research prototypes and deployable scientific computing platforms.