Gil Melnik
Algorithm Developer at BriefCam
- Role
- Algorithm Developer at Briefcam Now Milestone
- Location
- Princeton, NJ, US
- LinkedIn followers
- 500 followers
About Gil Melnik
Computer Vision and AI Algorithm Developer with hands-on experience designing and…
Experience
Algorithm Developer
Mar 2021 — Present · Modiin Maccabim Reut, IL
Developed and implemented an algorithm for tracking objects across multiple sensors using Statistical Learning and Graph Theory Algorithms, creating new video analysis capabilities. Led a multi-disciplinary team in a Proof of Concept (POC) project, ensuring timely delivery and team accountability for a successful customer-facing POC. Researched and trained a CNN Detector, improving the accuracy of previous models for the dataset domain. Deployed Vision Language Models (VLMs) and other Transformers for Segmentation and visual question answering. Designed and developed statistical tools to evaluate and visualize Machine Learning algorithm performance, providing insights into architecture and hyperparameter effectiveness. Optimized and maintained algorithms for Tracking and Scene Geometry Deduction, increasing efficiency and accuracy in crowded environments.
Education
Ben-Gurion University of the Negev
Bachelor of Science - B.Sc, Mathematics
2014 — 2018
Ben-Gurion University of the Negev
Master of Science - M.Sc., Computer Science
2018 — 2020
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