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Nitish Kumar

@nitishkumar4

Highly skilled MLOps Engineer with 3.2 years of experience.

India
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What I'm looking for

I am looking for opportunities that foster innovation, collaboration, and career growth.

I am a highly skilled MLOps Engineer with over 3.2 years of experience in deploying, managing, and optimizing machine learning models in production environments. My expertise lies in implementing end-to-end machine learning pipelines, automating model training, testing, and deployment, ensuring scalability and reproducibility. I have a strong understanding of MLOps best practices and have successfully collaborated with cross-functional teams to streamline data workflows and machine learning operations.

Throughout my career, I have built reliable and scalable applications, including transaction management and risk assessment systems. My experience includes utilizing cloud platforms such as AWS, GCP, and Azure to design scalable ML infrastructure and maintain CI/CD workflows. I have a proven track record of optimizing data pipelines for efficient data flow and access across banking services, ensuring real-time performance and security.

Currently, I am working with Yash Technologies on the John Deere Warranty System, where I lead the automation of infrastructure deployment and manage cloud resources. I have successfully implemented MLflow for model tracking and established a model version control system to ensure easy management of ML models. My goal is to leverage my skills and experience to contribute to innovative projects that drive business success.

Experience

Work history, roles, and key accomplishments

YT
Current

Senior Software Engineer

Yash Technologies

Mar 2024 - Present (1 year 3 months)

Currently working on the John Deere Warranty System, automating infrastructure deployment and managing cloud resources. I lead the development of machine learning pipelines and ensure model performance through MLflow and Kubernetes.

LT

Senior Software Engineer

LTIMindtree

Oct 2021 - Mar 2024 (2 years 5 months)

As a Senior Software Engineer, I deployed and managed banking applications on AWS, Azure, and GCP, optimized data pipelines, and implemented CI/CD workflows. I utilized tools like Terraform, Kubernetes, and Airflow to enhance system performance and reliability in the banking sector.

Education

Degrees, certifications, and relevant coursework

Rajiv Gandhi Proudyogiki Vishwavidyalaya logoRV

Rajiv Gandhi Proudyogiki Vishwavidyalaya

Bachelor of Engineering, Engineering

2015 - 2019

Completed a Bachelor of Engineering with a focus on engineering principles and practices. Developed skills in various engineering disciplines, including software development and systems integration. Engaged in projects that emphasized practical applications of engineering concepts.

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