Karthikeya PervelaKP
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Karthikeya Pervela

@karthikeyapervela

Data Scientist skilled in predictive modeling and system optimization.

India

What I'm looking for

I am looking for a role that fosters innovation and collaboration, where I can apply my data science skills to solve real-world problems and contribute to impactful projects.

I am a dedicated Data Scientist with a strong background in building predictive models and optimizing systems to address complex business challenges. My expertise lies in Python programming, data manipulation, and machine learning, which I leverage to drive data-informed decisions and enhance operational efficiency.

During my tenure at Saint Gobain, I led initiatives that significantly improved R&D workflows through the development of a Bayesian optimization model, which reduced trial-and-error experiments by approximately 50%. My collaborative approach with cross-functional teams has allowed me to translate intricate experimental challenges into actionable machine learning solutions, resulting in substantial resource savings and accelerated product development timelines.

My projects, such as the ML-powered fleet optimization system and the financial fraud detection engine, showcase my ability to deliver production-ready solutions that not only meet but exceed performance benchmarks. I am passionate about using data science to create impactful solutions and continuously seek opportunities to grow and contribute in this dynamic field.

Experience

Work history, roles, and key accomplishments

Education

Degrees, certifications, and relevant coursework

Indian Institute of Technology, Kanpur logoIK

Indian Institute of Technology, Kanpur

Master of Technology, Machine Learning

2021 - 2023

Focused on the application of Machine Learning for materials property prediction, with relevant courses in Machine Learning, Mathematics, and Computational Methods.

Tech stack

Software and tools used professionally

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