Samuel N.
SWE @Applied Vision
- Role
- Software Engineer at Antares Vision Group
- Location
- Akron, OH, US
- LinkedIn followers
- 500 followers
About Samuel N.
I love to learn, solve problems, and evolve my thought process using technology as a…
Experience
Software Engineer
Jan 2025 — Present · OH, US
Maintained and debugged legacy enterprise software built with MFC, C++, PostgreSQL, and gRPC to ensure system reliability across global deployments. Maintained and enhanced machine vision algorithms using OpenCV and physics-based models to improve defect detection accuracy in rigid container inspections in collaboration with imaging scientists. Contributed to migrating a legacy system to a modern stack using Vue.js, Quasar.NET C#, PostgreSQL, gRPC APIs, and Consul for improved scalability, with prototype available for testing after first quarter. Wrote unit and integration tests with Jest and GoogleTest, ViteTest, and implemented CI/CD pipelines using Azure DevOps, SonarCloud, Docker, and Kubernetes to automate deployments and ensure consistent, scalable environments. Built a full-stack internal analytics tool for inspection data visualization, supporting system diagnostics and quality assurance analysis. Developed and trained defect classification models with PyTorch machine learning framework, reducing manual inspection time by 25% in production environments. Collaborated with the firmware team to implement a multithreaded inspection system, boosting throughput by 30% in real-time applications.
Education
The University of Akron
Bachelor of Science - BS
2019 — 2024
The University of Akron
Associate's degree
2021 — 2024
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