Girish k
@girishk
Experienced Machine Learning Engineer with a passion for AI solutions.
What I'm looking for
I am a dedicated Machine Learning Engineer with over 5 years of experience in developing, deploying, and optimizing machine learning models. My journey has taken me through various Fortune 500 organizations, where I successfully led machine learning initiatives that significantly improved business outcomes. I thrive on creating end-to-end machine learning solutions, from research to deployment, ensuring that they are efficient and impactful.
Currently, I serve as a Senior Engineer in MLOps at Fractal Analytics, where I have improved deployment efficiency by approximately 30% through the creation of reusable components. My role involves managing the complete lifecycle of ML models on Google Cloud Platform and AWS, ensuring high availability and performance. I am also passionate about implementing best practices in MLOps, contributing to system architecture, and coding to facilitate reliable AI deployments in the cloud.
Previously, I worked as a Data Science Analyst at Accenture AI, where I developed a Market Mix Model that optimized marketing budget allocation, resulting in an 8% revenue increase for a global healthcare company. My experience also includes building a lead prioritization system that enhanced sales efficiency and creating an Apache Log analytics system that improved server response times. I hold a Bachelor's degree in Information Technology from Guru Gobind Singh Indraprastha University.
Experience
Work history, roles, and key accomplishments
Senior Engineer MLOps
Fractal Analytics
Oct 2022 - Present (2 years 7 months)
Leading MLOps initiatives to improve deployment efficiency by ~30% through reusable components. Managed the lifecycle of ML models on GCP and AWS, ensuring high availability and performance, impacting business outcomes. Implemented best practices for reliable AI deployments.
Data Science Analyst
Accenture AI
Aug 2021 - Sep 2022 (1 year 1 month)
Developed a Market Mix Model for a global healthcare company, optimizing marketing budget allocation to increase revenue by 8%. Built a Next Best Experience Recommender for targeting healthcare professionals in marketing activities.
Data Scientist
Infocom Network
May 2019 - Aug 2021 (2 years 3 months)
Developed Mqlead, a machine learning-based lead prioritization system that improved sales team efficiency and increased new customer sales by ~10%. Created an Apache Log analytics system to optimize server response time by ~30%.
Education
Degrees, certifications, and relevant coursework
Guru Gobind Singh Indraprastha University
Bachelor of Technology, Information Technology
2013 - 2017
Grade: 75.01%
Bachelor of Technology in Information Technology, focusing on the principles and applications of technology in various fields. Developed a strong foundation in programming, data structures, and algorithms.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Job categories
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