Devansh Patel
Machine Learning Engineer
Kitchener,ON
Summary
Highly analytical professional with 7+ years in software development, transitioning to Machine Learning and Data Engineering. Proven expertise in designing and building scalable data systems, including large-scale data processing (10+ PB weekly) and real-time operations.
Skilled in Python, SQL, and AWS, with a Certificate in Big Data Solution Architecture. Passionate about transforming data into user intelligence through ML modelling. Experience includes AWS to Hadoop migrations, real-time operational dashboards for experimentation, and designing and deploying ML models to predict user behavior and personalize content recommendations, directly contributing to increased user engagement and improved advertiser outcomes. Committed to enhancing outcomes via innovative ML modelling and data pipeline orchestration.
Overview
8
8
years of professional experience
3
3
Languages
Work History
Software Developer
Fidelity Investments Canada
12.2024 - 06.2025
- Analyze RESP accounts, identify issues, and initiate the process for corrective actions.
- Create custom reports tailored to business needs, enabling informed decision-making.
- Document analysis and unit testing in Confluence for team knowledge sharing.
- Participate in Scrum events to foster team collaboration, and drive project success.
Full Stack Developer
Karmax Heavy Stamping (subsidiary of Magna International)
09.2021 - 11.2024
- Developed full-stack apps with Vue.js and OpenEdge, boosting performance and aligning with business goals.
- Enhanced MES system, ensuring real-time data accuracy, and operational efficiency.
- Modernized terminal screens to web apps, aligning with Industry 4.0 standards.
- Collaborated with teams for feature requirements, ensuring timely delivery.
- Mentored co-op students in best coding practices and project management.
Student Researcher
Conestoga College
05.2021 - 08.2021
- Designed and implemented a real-time operational dashboard that visualizes direct labor Key Performance Indicators (KPIs), specifically Overall Equipment Effectiveness (OEE), and compares them against planned baselines. This system was engineered for seamless integration with Karmax's existing infrastructure.
Data Engineer
JioHotstar
07.2018 - 11.2020
- Built scalable data systems for over 10 PB weekly, enhancing team data access efficiency.
- Led AWS to Hadoop migration, cutting costs by 40%, and optimizing resource use.
- Developed CI/CD pipelines, achieving 90% software release automation.
- Ensured high availability during a 59M user peak, maintaining seamless data operations.
- Worked on GDPR compliance for a successful launch into European markets.
- Developed and utilized Redash, an open-source data visualization tool, to create interactive graphical representations of business data.
Machine Learning Intern
JioHotstar
07.2017 - 12.2017
- Implemented machine learning models to predict user behavior, leading to targeted content recommendations, and increased user engagement.
Education
Ontario Graduate Certificate - Big Data Solution Architecture
Conestoga College
Waterloo, Canada08-2021
Bachelor of Engineering (Honours) - Computer Science
Birla Institute of Technology And Science
Pilani, India06-2018
Minor - Finance
Birla Institute of Technology And Science
Pilani, India06-2018
Skills
Python
SQL
AWS
Apache Hadoop Ecosystem
Tableau
PowerBI
Machine Learning
Progress OpenEdge
JavaScript
Agile Methodology
Git
Unix/Linux
Timeline
Software Developer
Fidelity Investments Canada
12.2024 - 06.2025
Full Stack Developer
Karmax Heavy Stamping (subsidiary of Magna International)
09.2021 - 11.2024
Student Researcher
Conestoga College
05.2021 - 08.2021
Data Engineer
JioHotstar
07.2018 - 11.2020
Machine Learning Intern
JioHotstar
07.2017 - 12.2017
Ontario Graduate Certificate - Big Data Solution Architecture
Conestoga College
Bachelor of Engineering (Honours) - Computer Science
Birla Institute of Technology And Science
Minor - Finance
Birla Institute of Technology And Science
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