Ripudaman S. — DevOps Engineer
A data professional leveraging analytics for strategic business decisions, combining expertise in software development, machine learning, deep learning and DevOps to optimize operations and drive profitability. Currently working as a DevOps/MLOps analyst in the banking sector, focusing on building robust deployment pipelines, implementing continuous training frameworks for ML models to address concept drift, managing cross-functional stakeholder relationships and overseeing end-to-end Agile Kanban processes for seamless application delivery. My technical expertise includes: ◼ Machine learning : From basic regression models to advanced techniques like YOLO and various CNN architectures, transformers plus reinforcement learning including MDPs and dynamic programming ◼ Statistical knowledge : Hypothesis testing, A/B testing and various statistical tests (Z-test, T-test, Chi-square) ◼ DevOps skills : Kubernetes, Jenkins, Docker, Terraform and various CI/CD tools including GitLab CI and GitHub Actions ◼ Programming packages : Proficient with essential data science libraries like Scikit-Learn, Pandas, TensorFlow, PyTorch and visualization tools ◼ Development and cloud capabilities : Python, Java, SQL, Power BI, REST APIs, Salesforce and various AWS services ◼ AWS Machine Learning : SageMaker, Comprehend ◼ Atlassian Tools : Jira, Confluence, Bitbucket, Bamboo
Stackforce AI infers this person is a Data Science and DevOps professional with experience in Fintech and Telecommunications.
Location: Sydney, New South Wales, Australia
Experience: 6 yrs 8 mos
Skills
- Business Analysis
- Data Visualization
- It Support
- Data Science
- Machine Learning
- Software Development
Career Highlights
- Expert in machine learning and predictive modeling.
- Proficient in DevOps and CI/CD practices.
- Strong background in data analysis and visualization.
Work Experience
Westpac
DevOps Engineer (1 yr 9 mos)
Fletcher Insulation
Information Technology Business Analyst (9 mos)
Avaya
Information Technology Support Analyst (1 mo)
dunnhumby
Senior Applied Data Scientist (5 mos)
Lumen Technologies
Software Development Consultant (2 mos)
Software Engineer (3 yrs 9 mos)
Education
Master of Science - MS at University of Technology Sydney
Bachelor of Engineering - BE at Netaji Subhas Institute of Technology