Open to opportunities

Margesh Patel

@margeshpatel

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AI/ML engineer and web developer focused on production-ready scalable solutions.

India

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What I'm looking for

I seek an ML/AI engineering role focused on production-grade model deployment, scalable systems, collaborative teams, MLOps best practices, and measurable product impact.

I am an AI/ML engineer and web developer with hands-on experience building production-grade solutions for education, healthcare, and enterprise IT. I combine a strong foundation in deep learning and generative AI with practical MLOps and web development skills.

At Ontario Tech University’s AIHUB I developed ML-based chatbots and end-to-end NLP pipelines, integrated models into full-stack apps, and managed large-scale data collection and preprocessing for model training.

In industry roles I delivered production-ready web applications using React, Next.js, Node.js, PostgreSQL and MongoDB, reduced page load times and API latency, and built secure REST APIs with JWT authentication. I also supported enterprise AV and hybrid meeting systems, reducing support incidents through proactive upgrades.

I hold Coursera and vendor certifications in machine learning, Python automation, cloud fundamentals, and front-end development, and I am seeking an ML/AI engineering role where I can apply production-oriented AI skills to build scalable, real-world solutions.

Experience

Work history, roles, and key accomplishments

Junior Web Developer

CompuCom Canada

Apr 2024 - Aug 2025 (1 year 4 months)

Built production-ready web applications using React/Next.js and Node/PostgreSQL, improving page load times by 40% and reducing backend API latency by 30%. Delivered e-commerce, real-estate dashboards, and healthcare portals with secure JWT-authenticated APIs.

React Next.js Node PostgreSQL MongoDB REST APIs JWT Performance Optimization SEO

IT Audio Visual Specialist

Norton Rose Fulbright Canada LLP

Apr 2022 - Apr 2024 (2 years)

Supported enterprise hybrid systems and managed Microsoft Teams Rooms and Crestron AV setups, reducing support incidents by 25% through proactive upgrades and coordinating high-profile meetings with legal teams and vendors.

Microsoft Teams Crestron Troubleshooting Incident Reduction

AI Research Assistant

AIHUB Ontario Tech University

Jan 2019 - Dec 2021 (2 years 11 months)

Developed ML-based chatbots and NLP pipelines for education and healthcare, managed data ingestion and web scraping for model training, and integrated models into full-stack applications (Flask/Flutter) for production use.

Python NLP Neural Networks Flask Data Engineering Web Scraping

Education

Degrees, certifications, and relevant coursework

Ontario Tech University

Bachelor of Science, Computer Science

2017 - 2021

Activities and societies: Relevant coursework: Machine Learning, Artificial Intelligence, Data Structures, Algorithms, Big Data Analytics, Software Engineering, Cloud Computing, Operating Systems, Database Systems, Computer Networks.

Completed a Bachelor of Science in Computer Science with coursework in Machine Learning, Artificial Intelligence, Data Structures, Algorithms, and Cloud Computing.