Senior Computer Vision Researcher Resume
Summary : As a Senior Computer Vision Researcher, responsible for designing, coding, testing, and maintaining software and preparing the research plan and final report utilized C++, Open CV.
Skills : Proficiency in Python, and C++.
Description :
- Conducted research to advance the field of computer vision.
- Developed new algorithms and techniques for image processing, object detection, facial recognition, and other computer vision tasks.
- Stayed updated with the latest research papers, technologies, and trends in the field.
- Designed and implemented computer vision algorithms.
- Wrote code and created prototypes to test and validate new approaches.
- Optimized algorithms for performance and accuracy.
- Collected and curated datasets for training and testing computer vision models.
Experience
10+ Years
Level
Senior
Education
B.Sc In Computer Science
Computer Vision Researcher Resume
Headline : As a Computer Vision Researcher, proximity to office in Sunnyvale, CA or Zurich, Switzerland for on-device testing, expert in C++, and Python with high-performance / low latency applications.
Skills : MATLAB, Experience with libraries.
Description :
- Trained in geometric computer vision, SfM / SLAM, 3D reconstruction, visual odometry, sensor fusion, or similar.
- Developed and optimized perception algorithms for state-of-the-art computer vision capabilities.
- Worked will contribute to the foundation of a 3D platform that will enable the next generation of computing applications.
- Expertised in C++ and Python, as well as experience in geometric computer vision and related areas such as SfM/SLAM and 3D reconstruction.
- Collaborated with a fast-paced team, drove performance metrics, and integrated perception systems into the company's software ecosystem.
- Developed and maintained large software projects experience.
- Developed robust solutions in object-based detection, feature detection, motion pattern learning, and anomaly detection.
Experience
5-7 Years
Level
Executive
Education
M.Sc In Applied Mathematics
Senior Computer Vision Researcher Resume
Summary : As a Senior Computer Vision Researcher, responsible for employing multi-task learning to learn a representation suitable for image retrieval and pose estimation, and responsible for outperformed baselines in image retrieval and pose estimation on several datasets.
Skills : Mathematical and Statistical Knowledge, Understanding of optimization techniques.
Description :
- Researched novel computer vision technology, and applications for real-time use cases in games and game development pipelines.
- Led the end-to-end delivery of novel computer vision technology, from the R&D workbench into products at EA, in partnership with game teams and central technology groups.
- Collaborated with other developers at SEED on projects where your unique expertise will create novelty across SEED's projects that live at the intersection of many domains.
- Expert in the gaming industry or a related field, with a focus on computer vision research and development.
- Trained in 3D computer vision algorithms and techniques, such as camera model, calibration, bundle adjustment, and photo consistency.
- Implemented photogrammetry and surface reconstruction algorithms, optical flow, or feature tracking algorithms, either via traditional or machine learning-based techniques.
- Worked through publications, open-sourcing, and speaking at conferences.
Experience
10+ Years
Level
Senior
Education
M.Sc In Applied Mathematics
Computer Vision Researcher Resume
Headline : As a Computer Vision Researcher, participated in national and international conferences, sought funding for research areas, and tracked records of solving technical challenges using imagery.
Skills : Machine Learning and Deep Learning, Image Processing and Analysis.
Description :
- Developed and productized computer vision algorithms for state-of-the-art performance-critical large-scale localization and mapping systems.
- Owned and drove highly visible performance metrics (latency, memory, bandwidth, power).
- Collaboratively worked as part of a fast-paced team, analyzing and optimizing a growing C++ and Python codebase.
- Owned and drove the integration of the team’s perception systems into the Magic Leap software ecosystem.
- Helped define performance standards for algorithms, develop and drive best practices (performance, maintainability, correctness), provide guidance at all stages of the software development cycle, and share knowledge.
- Helped drive the integration and development of necessary tooling and automation (profiling, testing/verification, monitoring) that allowed the team to move even faster.
- Participated in architecture design, development planning, and prioritization for the team’s perception algorithms.
Experience
5-7 Years
Level
Executive
Education
B.Sc. In Computer Science
Computer Vision Researcher Resume
Objective : As a Computer Vision Researcher, solved computer vision challenges that can be applied to large-scale consumer experiences around the world, and conducted creative computer vision research in recognition and semantic understanding of 3-dimensional real-world scenes.
Skills : Familiarity with 3D reconstruction, Data Handling, and Preprocessing.
Description :
- Built integrated solutions that apply our technology toward specific product verticals.
- Developed and maintained the software stack on the robotic platform.
- Collaborated successfully with others and thriving in a fast-paced and dynamic work environment.
- Expert with OpenCV and other computer vision libraries.
- Trained with deep learning applications for vision.
- Expert with ground truth systems like Vicon.
- Led development efforts for a nascent team that is growing rapidly.
Experience
2-5 Years
Level
Executive
Education
B.Sc. In Computer Science
Computer Vision Researcher Resume
Headline : As a Computer Vision Researcher, applied Computer Vision and Machine Learning algorithms to real-world problems, tracked records of successful research accomplishments, published papers, and/or patent applications in the field of video encoding and processing.
Skills : Collaboration and Communication, Software Development.
Description :
- Came up with innovative solutions and evaluate them quickly.
- Developed the algorithms that drive our diverse range of products.
- Combined deep language models, state-of-the-art Generative models, and classical Computer Vision techniques to create high-quality solutions for demanding product-oriented CV tasks.
- Engaged in collaboration with product, account, and customer success teams to establish success criteria and convert them into measurable objectives and quantitative measures.
- Conducted training and evaluation of models within practical production scenarios.
- Researched and developed end-to-end real-time solutions for sports content automation using state-of-the-art deep learning algorithms for text, speech, audio, and data analysis.
- Applied machine learning and deep learning techniques to improve the accuracy of computer vision algorithms.
Experience
5-7 Years
Level
Executive
Education
B.Sc. In Computer Science
Senior Computer Vision Researcher Resume
Headline : As a Senior Computer Vision Researcher, responsible for introducing an imagery system for wind turbine blade inspection based on UAS images.
Skills : Computer Vision Algorithms, Machine Learning and Deep Learning.
Description :
- Helped lead group research projects in CV and ML.
- Collaborated with game teams and central technology groups to understand their requirements better and bring expertise in overlapping areas.
- Contributed to research publications and proposals.
- Communicated effectively with interdisciplinary collaborators.
- Guided and supervised junior researchers.
- Published in CV or ML venues such as CVPR, ICCV, WACV, AAAI, or NeurIPS.
- Brought new ideas, discussed, and implemented computer vision solutions to some of the most complex video game challenges to create differentiation for EA.
Experience
5-7 Years
Level
Executive
Education
BSC In Computer Science
Computer Vision Researcher Resume
Objective : As a Computer Vision Researcher, worked with and innovated technologies in the area of focus, learning the system context in which new technologies will be used and the requirements that technology must fulfill for success.
Skills : Image and Video Processing, Programming Languages.
Description :
- Created early-stage conceptual models that demonstrate feasibility.
- Documented and presented the new architectures and algorithms in various forms, such as technical white papers and internal meetings.
- Maintained the highest technical and moral integrity for Dolby in the workplace and marketplace.
- Developed algorithms for geometry representation learning (mesh, point cloud), deep learning, computer vision, and computer graphics.
- Skilled with computer graphics, video processing systems, as well as corresponding software in consumer and professional products.
- Skilled in Matlab, C/C++, OpenCV, and Python (Tensorflow/Pytorch) programming applied to computer vision is required.
- Expert in filing patents for newly developed technologies.
Experience
2-5 Years
Level
Executive
Education
BSC In Computer Science
Senior Computer Vision Researcher Resume
Summary : As a Senior Computer Vision Researcher, responsible for exploring techniques to improve image-based localization by enforcing rotation consistency between retrieved images.
Skills : Mathematics and Statistics, Data Handling and Annotation.
Description :
- Expertised across SEED's projects targeting the acquisition, processing, and creation of digital humans, to create technology that enables world-class experiences for our players.
- Trained in mesh deformation algorithms and discrete differential operators.
- Trained in GPU optimization with CUDA, OpenGL, and Vulkan.
- Worked well within a team and wanted to collaborate with other researchers, engineers, artists, and designers.
- Worked with other researchers to design and implement technology that enables novel experiences for our players.
- Traveled for conferences and visited teams across EA studios.
- Contributed unique expertise across SEED's projects that live at the intersection of many domains.
Experience
7-10 Years
Level
Senior
Education
BSC In Computer Science
Senior Computer Vision Researcher Resume
Summary : As a Senior Computer Vision Researcher, with a track record of successful research accomplishments, published papers, and/or patent applications in the computer vision, and computer graphics fields of research,
Skills : Problem-Solving, Critical Thinking.
Description :
- Conducted independent research and development of state-of-the-art algorithms and emerging technologies of 3D generation and reconstruction.
- Cooperated with engineers to optimize advanced algorithms and integrate them into future products.
- Optimized 3D-related algorithms and familiar with common 3D tools.
- Skilled with at least one common Deep Learning tool, such as PyTorch or Tensorflow.
- Collaborated successfully in a fast-paced environment.
- Applied for and maintain a TS/SCI security clearance.
- Built demos that showcase novel applications of computer vision technology.
Experience
7-10 Years
Level
Senior
Education
BSC In Computer Science
