Hello! I'm Samith Chimminiyan, a Machine Learning Engineer and Data Scientist with a strong background in end-to-end ML solutions, MLOps, and data-driven applications. I build scalable data pipelines, predictive models, and interactive dashboards using Python, TensorFlow, PyTorch, and scikit-learn, and I deploy solutions via Docker and AWS. I'm actively expanding my German language skills to better integrate into the DACH tech environment. In my work, I focus on delivering measurable impact through robust production ML systems, CI/CD pipelines, and cloud deployments. I enjoy collaborating across teams to translate complex data into actionable insights and user-friendly interfaces (Streamlit, Power BI, Tableau). I also contribute to the Kaggle community as an Expert (Top 2%), through dataset curation, notebooks, and practical ML solutions.

Samith Chimminiyan

Hello! I'm Samith Chimminiyan, a Machine Learning Engineer and Data Scientist with a strong background in end-to-end ML solutions, MLOps, and data-driven applications. I build scalable data pipelines, predictive models, and interactive dashboards using Python, TensorFlow, PyTorch, and scikit-learn, and I deploy solutions via Docker and AWS. I'm actively expanding my German language skills to better integrate into the DACH tech environment. In my work, I focus on delivering measurable impact through robust production ML systems, CI/CD pipelines, and cloud deployments. I enjoy collaborating across teams to translate complex data into actionable insights and user-friendly interfaces (Streamlit, Power BI, Tableau). I also contribute to the Kaggle community as an Expert (Top 2%), through dataset curation, notebooks, and practical ML solutions.

Available to hire

Hello! I’m Samith Chimminiyan, a Machine Learning Engineer and Data Scientist with a strong background in end-to-end ML solutions, MLOps, and data-driven applications. I build scalable data pipelines, predictive models, and interactive dashboards using Python, TensorFlow, PyTorch, and scikit-learn, and I deploy solutions via Docker and AWS. I’m actively expanding my German language skills to better integrate into the DACH tech environment.

In my work, I focus on delivering measurable impact through robust production ML systems, CI/CD pipelines, and cloud deployments. I enjoy collaborating across teams to translate complex data into actionable insights and user-friendly interfaces (Streamlit, Power BI, Tableau). I also contribute to the Kaggle community as an Expert (Top 2%), through dataset curation, notebooks, and practical ML solutions.

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Experience Level

Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
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Language

English
Advanced
German
Beginner
Malayalam
Fluent
Hindi
Advanced

Work Experience

Machine Learning Engineer at Kaggle (Freelance / Personal Projects)
December 1, 2023 - November 15, 2025
Developed and deployed end-to-end ML and MLOps pipelines using Python, Docker, FastAPI, and AWS, powering real-world portfolio and community projects. Created automated workflows for data ingestion, feature engineering, model training, and experiment tracking with DVC and MLflow. Built and tested scalable API endpoints for ML inference, deploying solutions on AWS and Hugging Face Spaces for public accessibility. Architected the full project lifecycle — data preprocessing, model design, containerization, CI/CD pipeline setup, and web app deployment via Streamlit and Flask. Applied advanced MLOps practices for reproducibility, pipeline automation, and robust production deployments, supporting multiple tech stacks and cloud platforms. Recognized as a top 2% Kaggle Expert.
Analyst Logistics/BI Analyst at Donaldson Middle East Filtration Systems LLC
December 1, 2023 - December 1, 2023
Optimized logistics and supply chain operations using data analysis, automation, and dashboards, achieving $50K annual savings and 95% on-time delivery. Designed data pipelines and visualizations with Power BI and Excel, enhancing efficiency across logistics, production, and customer service.
Logistics Coordinator at AlMansoori Specialized Engineering LLC
August 1, 2018 - August 1, 2018
Managed 50+ monthly transports by forging key partnerships and innovative negotiations, cutting costs by 15% through new supplier onboarding and reducing transit durations by 20% with optimized logistics frameworks.
Logistics Coordinator at TAD Logistics
November 1, 2013 - November 1, 2013
Streamlined data-driven warehouse operations and logistics, improving efficiency and accuracy by over 20% through process optimization and compliance automation.

Education

Bachelor of Science in Computer Science at Kristu Jayanti College, Bangalore University, Bengaluru, India
January 11, 2030 - November 15, 2025

Qualifications

Deep Learning Specialization
October 1, 2025 - November 15, 2025
Machine Learning Specialization
August 1, 2025 - November 15, 2025
British Airways Data Science Job Simulation
April 1, 2024 - November 15, 2025
IBM Databases and SQL For Data Science with Python
February 1, 2023 - November 15, 2025
Google Data Analytics Professional Certificate
October 1, 2022 - November 15, 2025

Industry Experience

Software & Internet, Professional Services, Media & Entertainment