Note: The job is a remote job and is open to candidates in USA. reputed company is seeking a Computer Vision/AI Engineer to enhance an existing guardrail-defect-detection proof of concept into a production-ready model. The primary focus of this role is to reduce the model's false-positive rate and improve defect classification and condition ranking.
Responsibilities
• Take an existing guardrail-defect-detection POC to production quality
• First priority is cutting the model's false-positive rate (currently 83% on reviewed detections); then extend defect classification and condition ranking
Skills
• 4+ years hands-on computer vision / object detection in production (not research-only)
• Strong Python, PyTorch or TensorFlow, OpenCV
• Object detection frameworks (YOLO, Detectron2, or similar) incl. fine-tuning on custom data
• Video processing experience (frame extraction, motion blur, variable lighting/weather)
• Model evaluation / error analysis — precision-recall tuning, false-positive reduction
• Comfortable working inside an existing codebase, not greenfield
• AWS ML tooling (SageMaker, S3, Lambda)
• Infrastructure/civil-inspection CV experience
• GPS/GIS data handling or RTK GNSS/LiDAR exposure
• Public sector client experience
Company Overview
• reputed company (“Triune”) is a privately held IT Consulting company founded in 2005. We are a national practice headquartered in Fremont, CA. It was founded in 2005, and is headquartered in Fremont, California, USA, with a workforce of 51-200 employees. Its website is http://triuneinfomatics.com/.
Company H1B Sponsorship
• reputed company has a track record of offering H1B sponsorships, with 2 in 2025, 4 in 2024, 2 in 2023, 2 in 2022, 1 in 2021, 1 in 2020. Please note that this does not guarantee sponsorship for this specific role.
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