Dinesh Murali Email & Phone Number

Portland, Or, Us

Eden Prairie , Mn, Us

Built clustering and persona classification models using methods like kNN and Variational Autoencoders, while leading the team at the architectural level. Influenced business decisions around choosing ML vendors by creating insightful and impactful presentations. Managed several product integrations with the models by working with cross-functional teams, including product owners to strategize AB testing. Directed the MLOps implementation using Databricks, Snowflake, Kubernetes and Helm, including automated retraining, making model deployment twice as fast as manual. Mentored other engineers during the various stages of software development.

Eden Prairie , Mn, Us

Laid the foundation for groundbreaking AI-driven products including a provider recommendation system and an anomaly detector.Responsibilities:• Led the design and prototyping of the ML driven features.• Designed, implemented and validated the kNN model.• Took the lead on product conversations with the sponsors and product teams to turn the ML modelsinto successful products.

Portland, Oregon, Us

Lead a team of data scientists and engineers creating enterprise-grade modern data pipelines, and thereby encouraging the organization to adopt next-generation data architecture and machine learning strategies. Responsibilities:• Incorporated machine learning and statistical techniques to augment existing workflows and to unlock the potential of the existing structured and unstructured data .• Played a key role in communicating the complex data problems to non-technical users, thereby quickly becoming a trusted partner for many parts of the organization.• Mentored junior engineers on various projects. Achievements:• Uncovered the hidden value in hospital admit data using machine learning models in Python to empower case managers with actionable insights when working with our members.• Designed and implemented incremental data load processes and efficient data pipelines, accelerating run time by 75%.• Pioneered the evaluation and integration of Social Determinants of Health data from third party sources with the enterprise data warehouse using statistical techniques like hypothesis testing and confidence intervals.

Portland, Oregon, Us

Portland, Oregon, Us

Bloomington, Mn, Us

Tools: PHP(Zend and Phalcon), Pentaho, Talend, MySQL, MongoDB and SilverpopResponsibilities:• Developed service-oriented modules within Zend Framework.• Built a centralized database in MySQL for managing the data from various sources.• Architected and implemented ETL jobs using Pentaho.• Developed APIs in Phalcon that were integrated with ETL jobs to facilitate the movement of data between systems.• Lead the strategy for Silverpop, an email service provider, integration.• Instrumented various mechanisms to proactively monitor the data quality using tools such as Talend Open Studio for Data Quality.• Headed the evaluation of Hadoop as a replacement for the existing data processing framework.• Coordinated the migration of reports to Tableau.

Saint Paul, Mn, Us

Developed and re-designed a Windows desktop application in .NET Framework 4.0. The software, Ponemah, was used to acquire and analyze data from wireless implants in research animals.Responsibilities:- Developed with LINQ in C#.NET using continuous integration in TFS.- Accountable for all phases of software development from requirement gathering through testing, and collaboration with marketing department.- Lead the strategy for enforcing coding standards and unit testing (ReSharper) using best practices.- Designed and developed a light weight database using SQLite to move away from a file based storage system and laid the foundation for development of a data hub in the future.- Fixed bugs in the C++ legacy code, Windows Forms and Microsoft SQL Server 2005.- Proposed new architecture using MVVP pattern that could scale to a web platform and remove the complexities in the existing 1-tier application

Minneapolis, Minnesota, Us

Tools: PHP, MySQL, Talend and Silverpop- Developed a PHP application on a LAMP stack for the Campaign Store, a web application used by automobile dealers to setup and gain insight into their campaigns across various channels.- Projected the buying propensity of users by writing predictive algorithms in PHP and MySQL.- Instrumented algorithms to match the clickstream of a user with their vehicle servicing and purchasing record.- Developed a complex de-duplication algorithm to enhance the quality of data by detecting and eliminating duplicate user records.- Laid the foundation for a scalable and robust data architecture.- Built a scalable and robust data-processing framework to manage data coming from diverse sources, using tools such as Talend to perform ETL on the Amazon cloud.- Played a key role in the re-engineering of MySQL database and designed the components for a new architecture.- Incorporated advanced SQL techniques to gain insights into the data.- Lead the monthly campaign “push” process to send out smart campaigns and basic newsletters on time, requiring multiple levels of testing and collaboration with the operations team.- Developed APIs using a custom in-house PHP framework.- Worked closely with the Business Intelligence team to gather requirements for special campaigns and translate the logic into code.Achievements:- Established processes for publishing data to external systems from a centralized Data Warehouse.- Identified previously hidden problems related to campaign “push” process.- Improved ability to meet business objectives by implementing new techniques to increase campaign production capacity.- Enabled the marketing team to build new campaigns tailored to specific user behavior.

Minneapolis And St. Paul, Minnesota, Us

Lead the hands-on development of ASP.NET web application using C#.NET and SQL Server 2008. The software, CLAIR, was used for running reports and analyzing data.Responsibilities:- Responsible for all phases of SDLC.- Spearheaded the porting of the application from .NET to PHP.- Developed a custom PHP framework to meet the needs of the porting project.- Worked on Prototype framework, Ajax, Javascript, CSS and HTML.Achievements:- Designed an auto-configurable (through database) framework with no intervention required at the code base, improving the turn-around time for solving production issues.- Improved navigation of over 70% of the pages involved in the work-flow of the application.

Re-engineered a .NET Framework 1.1 Windows Forms application to C#.NET using complex COM+ components and Oracle 8i.Responsibilities: - Collaborated with users, business analysts and testers to rewrite the code in C#.NET.- Developed unit tests before handing off to testers.Developed a 3-tier ASP.NET Web Form multilingual application for Volvo.Responsibilities: - Developed complex frameworks for caching, authentication, logging and exception handling using C#.NET, COM+ and SQL Server 2005.- Gathered requirements from the users for every change being requested, documented the design for the solution,implemented the solution and tested it manually.- Managed modifications to custom frameworks with minimal code changes.- Lead the on-boarding of team members during team expansion.Achievements:Represented MindTree at a workshop on “Best Practices In Maintaining A Project” held at Gothenburg,Sweden organized by Volvo Information Technology.

Worked as trainee in a banking application developed using JSP, Servlets, Java Script and Oracle 8i. The application was used by the customers of Citibank to manage their portfolio.

Ms, Computer Science

Bachelor Of Technology, Information Technology

High School