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 efficiency.• 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 • 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 efficiency.• 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 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 • 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 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.• Recognized and rewarded with the Pat on the Back Award for outstanding performance, service and dedication. Show less

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 • 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 statement and selecting the best model• Developed a fruit freshness classification model using Azure Custom Vision service to categorize fruits based on their freshness.• Developed a route optimization function to minimize food wastage, maximize profits and optimize the allocation and distribution of perishable goods.• Secured 2nd Runner-up position in the Microsoft AI ML Workathon 2021. Show less

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