Omkar Dalvi Email & Phone Number

Mumbai, Maharashtra, India

Mumbai, Maharashtra, India

• Implemented end-to-end machine learning pipelines on Azure and Databricks, encompassing data ingestion, feature engineering, model training, validation, and deployment to streamline workflows and enhance operational.
• Leveraged expertise to create reusable components and frameworks for ML lifecycle to increase efficiency and reduce development time.
• Orchestrated the deployment of ML models for real-time and batch consumption, ensuring seamless integration with production… Show more
• Orchestrated the deployment of ML models for real-time and batch consumption, ensuring seamless integration with production systems and high availability.
• Hosted multiple applications on Azure Virtual Machines to provide reliable and scalable access to MLOps accelerators.
• Successfully listed the ML Lifecycle automation and management solution on Azure Marketplace as a 6-week Proof of Concept (PoC). Show less

Mumbai, Maharashtra, India

• Engineered a governance component for model explanations, ensuring accountability, transparency, and compliance in ML development, deployment, and management.
• Developed a Data and Model registry leveraging Azure Machine Learning service assets for efficient tracking and management of data, data store, and model components.
• Designed and implemented a data quality suite with 15+ checks, guaranteeing high-quality, unbiased datasets for accurate and fair machine-learning model… Show more
• Designed and implemented a data quality suite with 15+ checks, guaranteeing high-quality, unbiased datasets for accurate and fair machine-learning model training.
• Designed and developed a train-test quality suite with 15+ checks, comparing train and test datasets to ensure consistent data representation and improve model generalization.
• Designed and developed a model quality and sustainability suite with 20+ checks to ensure the business maintains high-performing and sustainable ML models.

Navi Mumbai, Maharashtra, India

• Developed a Customer segmentation model for clustering customers into different clusters depending on the RFM score
• Developed Churn model to analyze churn patterns in segments and analysis of Risky customers
• Developed CLTV model to analyze CLTV score across segments
• Developed Sentiment Analysis model to quantify customer reviews
• Built an ENR regression model on LTI’s Mosaic platform to predict house prices in the USA.
• Training different models for the problem… Show more

Navi Mumbai, Maharashtra

Developed a web-based College Management System in the Internship Program organized by Software Development Group (SDG) at Ramrao Adik Insititute of Technology, Nerul, Navi Mumbai

Bachelor Of Engineering - Be, Computer Engineering, 9.64 Cgpi (86.93%)

Activities and Societies: Computer Society of India (CSI)

Hsc, Pcm, 86%

Computer Science: 191/200

Ssc, 91.20%

Activities and Societies: Dr. Homi Bhabha Exam, Elocution competitions, IPA Speed Arithmetic