Racha Salhi
Alger,Alger
Summary
Sophisticated Machine Learning Engineer with background in independent research using intuitive, web-based architecture. Effectively researches techniques for novel approaches to problems, develops prototypes to assess viability of approach and deploys application into production yielding insights to expand customer-consciousness.
Overview
2
2
years of professional experience
Work History
Computer Vision, Engineer
Agot AI
02.2022 - 11.2023
- Improved object detection accuracy by implementing advanced machine learning algorithms.
- Developed robust computer vision systems for enhanced image processing and analysis.
- Collaborated with cross-functional teams to integrate computer vision capabilities into various projects, leading to improved product features.
- Spearheaded a comprehensive CV pipeline for Dunkin’ Donuts, significantly reducing MAPE to 16% by enhancing donut detection and classification, while also addressing missing tray identification.
- Led model training, evaluation, and optimization using advanced techniques like ONNX + TensorRT, specializing in YOLO architectures for diverse tasks such as object detection and image segmentation.
- Pioneered cutting-edge detection heuristics through image processing, including a missing tray detector and tag label detector, leveraging sophisticated algorithms and filters for optimal results.
Computer Vision, Intern
Agot AI
11.2021 - 02.2022
- Optimized deep learning models for faster performance in real-time applications.
- Developed and executed unit tests for a project related to Order Accuracy.
- Implemented an end-to-end unit test for the entire project using mocked data for comprehensive validation.
Education
Master of Science - M.S.E. in Computer Vision
University of Science And Technology of Houari Bou
Algiers09.2021
Bachelor of Science - Information Systems And Software Engineering
University of Science And Technology of Houari Bou
Algiers07.2009
Skills
- Edge Computing
- Data Annotation Tools
- Real-time Image Processing
- Cross-functional Collaboration
- Robotics Integration
- 3D Computer Vision
- Virtual Reality Development
- Video Analytics
Languages
French
Native or Bilingual
English
Native or Bilingual
Arabic
Native or Bilingual
Computer Languages and Technologies
- Proficient in various programming languages, including [Python, C++; C; Java; Objective-C; C#; SQL, Pytorch; Tensorflow; OpenCV; Scikit-learn, Visual Studio; AWS; Google Cloud; Git; Docker; CronJobs], I bring a strong foundation in software development and a versatile skill set to effectively contribute to diverse projects.
Timeline
Computer Vision, Engineer
Agot AI
02.2022 - 11.2023
Computer Vision, Intern
Agot AI
11.2021 - 02.2022
Master of Science - M.S.E. in Computer Vision
University of Science And Technology of Houari Bou
Bachelor of Science - Information Systems And Software Engineering
University of Science And Technology of Houari Bou
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