Dhruv Patel
Data Engineer at Cavallo Technologies Inc.- Claim this Profile
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English Full professional proficiency
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Hindi Full professional proficiency
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Gujarati Native or bilingual proficiency
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Bio
Benny Wai
When I think of someone that is dependable, diligent, and detail oriented, I think of Dhruv. On the team, he was able to pick up and tackle any data science, data engineering, and machine learning task given to him. He embodies the ideal process of meticulously planning. He thinks about the task before, during, and after execution to ensure maximum success, while ensuring the task delivers on time. The enthusiastic energy he brought to the team was also invaluable - his positive and upbeat personality makes him a pleasure to work with. During an intense sprint where Dhruv was assigned multiple large work tasks and a few exploration tasks, a quantum optimization model that was in production had issues arise. While many others also helped develop the model, Dhruv quickly took the initiative to take on the tasks that sprint.He was able to complete the intense sprint tasks while addressing the urgent issue. That left a very positive impression of who Dhruv is and how he works. Dhruv is a rare standout that has technical prowess, the meticulously professional process, and a positive personality that makes him a valued member of any team that is lucky enough to have him.
Amrit Kishore
It was a great pleasure working with Dhruv. Being his Iteration Manager, he makes sure all the deadlines are meet and with the highest standards. He is a hardworking and dedicated person who will complete project work in the provided time frame. It is a delight to recommend Dhruv and would be a valuable asset to your company.
Benny Wai
When I think of someone that is dependable, diligent, and detail oriented, I think of Dhruv. On the team, he was able to pick up and tackle any data science, data engineering, and machine learning task given to him. He embodies the ideal process of meticulously planning. He thinks about the task before, during, and after execution to ensure maximum success, while ensuring the task delivers on time. The enthusiastic energy he brought to the team was also invaluable - his positive and upbeat personality makes him a pleasure to work with. During an intense sprint where Dhruv was assigned multiple large work tasks and a few exploration tasks, a quantum optimization model that was in production had issues arise. While many others also helped develop the model, Dhruv quickly took the initiative to take on the tasks that sprint.He was able to complete the intense sprint tasks while addressing the urgent issue. That left a very positive impression of who Dhruv is and how he works. Dhruv is a rare standout that has technical prowess, the meticulously professional process, and a positive personality that makes him a valued member of any team that is lucky enough to have him.
Amrit Kishore
It was a great pleasure working with Dhruv. Being his Iteration Manager, he makes sure all the deadlines are meet and with the highest standards. He is a hardworking and dedicated person who will complete project work in the provided time frame. It is a delight to recommend Dhruv and would be a valuable asset to your company.
Benny Wai
When I think of someone that is dependable, diligent, and detail oriented, I think of Dhruv. On the team, he was able to pick up and tackle any data science, data engineering, and machine learning task given to him. He embodies the ideal process of meticulously planning. He thinks about the task before, during, and after execution to ensure maximum success, while ensuring the task delivers on time. The enthusiastic energy he brought to the team was also invaluable - his positive and upbeat personality makes him a pleasure to work with. During an intense sprint where Dhruv was assigned multiple large work tasks and a few exploration tasks, a quantum optimization model that was in production had issues arise. While many others also helped develop the model, Dhruv quickly took the initiative to take on the tasks that sprint.He was able to complete the intense sprint tasks while addressing the urgent issue. That left a very positive impression of who Dhruv is and how he works. Dhruv is a rare standout that has technical prowess, the meticulously professional process, and a positive personality that makes him a valued member of any team that is lucky enough to have him.
Amrit Kishore
It was a great pleasure working with Dhruv. Being his Iteration Manager, he makes sure all the deadlines are meet and with the highest standards. He is a hardworking and dedicated person who will complete project work in the provided time frame. It is a delight to recommend Dhruv and would be a valuable asset to your company.
Benny Wai
When I think of someone that is dependable, diligent, and detail oriented, I think of Dhruv. On the team, he was able to pick up and tackle any data science, data engineering, and machine learning task given to him. He embodies the ideal process of meticulously planning. He thinks about the task before, during, and after execution to ensure maximum success, while ensuring the task delivers on time. The enthusiastic energy he brought to the team was also invaluable - his positive and upbeat personality makes him a pleasure to work with. During an intense sprint where Dhruv was assigned multiple large work tasks and a few exploration tasks, a quantum optimization model that was in production had issues arise. While many others also helped develop the model, Dhruv quickly took the initiative to take on the tasks that sprint.He was able to complete the intense sprint tasks while addressing the urgent issue. That left a very positive impression of who Dhruv is and how he works. Dhruv is a rare standout that has technical prowess, the meticulously professional process, and a positive personality that makes him a valued member of any team that is lucky enough to have him.
Amrit Kishore
It was a great pleasure working with Dhruv. Being his Iteration Manager, he makes sure all the deadlines are meet and with the highest standards. He is a hardworking and dedicated person who will complete project work in the provided time frame. It is a delight to recommend Dhruv and would be a valuable asset to your company.
Credentials
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Apache Spark with Scala - Hands On with Big Data!
UdemyAug, 2021- Nov, 2024 -
Scala Programming for Data Science
IBMDec, 2020- Nov, 2024 -
Spark
IBMDec, 2020- Nov, 2024 -
Simplifying Data Pipelines with Apache Kafka
IBMJul, 2020- Nov, 2024 -
Academy Accreditation - Databricks Lakehouse Fundamentals
DatabricksMay, 2023- Nov, 2024
Experience
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Cavallo Technologies Inc.
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Canada
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IT Services and IT Consulting
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1 - 100 Employee
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Data Engineer
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May 2023 - Present
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Pattison Food Group
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Retail
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100 - 200 Employee
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Machine Learning Engineer
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Jan 2023 - Apr 2023
• Worked with a team in the development of a machine learning-based solution that auto-generates weekly schedules for all team members working for Save-On-Foods stores across Canada, resulting in a significant amount of cost savings per year.• Designed and implemented production-grade machine learning pipelines using cutting-edge tools such as Kedro, MLflow, and Databricks, enabling the efficient processing of large amounts of data and ensuring accurate and reliable schedule generation.• Ensured the quality and reliability of the optimized mathematical model by logging parameters and constraints for each model run, enabling quick identification and resolution of any issues that arose.• Implemented warnings and alerts on MS Teams in case of pipeline failures, minimizing downtime and ensuring the smooth and efficient operation of the project.• Contributed to improved staffing levels and customer service at Save-On-Foods stores through the optimized scheduling process, resulting in a measurable positive impact on the business. Show less
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Data Engineer
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May 2022 - Dec 2022
• Spearheaded the development of data pipelines for an E-commerce Auto Scheduler, automating the weekly schedule generation for Save-On-Foods' E-comm delivery team members. • Utilized quantum computing technology to reduce 80 hours of manual labor down to just 2 minutes, resulting in cost savings of hundreds of thousands of dollars per year.• Built robust data pipelines using cutting-edge tools such as Informatica Intelligent Cloud Services (IICS) mass ingestion and Azure Databricks, enabling efficient movement of data from source systems to the landing zone in Azure Data Lake Storage.• Successfully implemented Databricks medallion architecture to extract and transform data, creating final model ingestion delta tables, and ensuring the accuracy and reliability of the data pipeline.• Possess expertise in ETL processes and tools, with a deep understanding of data modeling and architecture principles. • Design and develop complex data pipelines that meet business requirements and deliver value. Show less
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Simon Fraser University
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Canada
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Higher Education
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700 & Above Employee
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Teaching Assistant
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Sep 2021 - Dec 2021
Teaching Assistant for CMPT-371 (Data Communication and Networking) Teaching Assistant for CMPT-371 (Data Communication and Networking)
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IBM
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United States
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IT Services and IT Consulting
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700 & Above Employee
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Software Developer
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Jul 2020 - Aug 2021
• Worked as a full-stack software developer using agile software methodology and best practices on (Laravel Angular, Apache Spark, Kafka, and DB2).• Enhanced and re-designed IBM's Global Sales Incentives Application on Cloud by leveraging Red hat OpenShift Cluster.• Provided cost-effective solution by replacing several mainframe jobs to performant spark queries which improved the performance by 65% percent.• Delivered easy user experience to customers by surfacing intuitive user-centric UI screens.• Devised spark jobs to handle large-scale data processing to further produce valuable business insights and support ad-hoc querying. Show less
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Software Developer
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Jan 2020 - Jul 2020
• Automated a manual supply-chain management process for IBM-CIO, which reduced more than 50% of manual work, provided fast and tracking capabilities with alerts.• Used Agile software methodology to development and picked up skills on Laravel-PHP, AngularJS, PostgreSQL and maintained on IBM Cloud.• Built a user-centric interface to efficiently track ticket status and send e-mail notifications.• Provided detailed specifications, wrote efficient code using best practices and test-driven development process.• Followed data protection and security guidelines to develop a secure web application.• Developed an understanding of microservice architecture and leveraged its benefits to build a loosely coupled web application. Show less
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Education
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2021 - 2023
Simon Fraser University
MSc Professional Computer Science, Big Data -
2016 - 2020
Amrita Vishwa Vidyapeetham
Bachelor of Technology, Computer Science -
2015 - 2016
Shree Swaminarayan Gurukul
High Secondary School, 12th Grade,Science
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