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My resume as of 2024 - 08 - 19.
Basics
| Name | Rosemary Koikara |
| Label | AI Video Analytics Expert |
| rosekoikara@gmail.com | |
| Phone | +82-10-6392-7990 |
| Summary | A Software Engineer with over 4 years of experience in backend development, specializing in building distributed systems and GPU-optimized solutions. My expertise spans various languages and technologies, including C++, Python, Docker, with a strong foundation in AI and cryptography. I have a proven track record of driving innovation in complex environments, leading projects that enhance system performance, scalability, and efficiency. I thrive in collaborative settings and am eager to leverage my skills to make a substantial impact. |
Work
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2020.12 - Present AI Researcher and Developer - Team Lead
Pintel Co. Ltd.
Leading AI research and development projects focused on video analytics.
- Led the design and implementation of custom GStreamer plugins for real-time object detection and video analytics, achieving a 30% improvement in tracking accuracy.
- Directed a multinational project between the UK and South Korea to develop an AI-driven accident prevention system, enhancing video classification capabilities by 25%.
- Spearheaded research into AVC/HEVC integration, developing a motion detection system that increased detection precision for traffic events by 20%.
- Developed advanced incident detection systems for urban traffic safety, leading to multiple US and Korean patents.
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2015.09 - 2021.12 Research Assistant
Kyungpook National University
Contributed to various research projects in information security and computer vision.
- Secured patents for advanced technologies in automatic number plate recognition and video watermarking.
- Pioneered blockchain applications for information security.
- Developed a cryptographic key manufacturing module for multi-party communication systems.
- Contributed to government-funded projects focusing on image watermarking and video copyright software.
Education
Awards
- 2016.01.01
SAC'16 Student Research Competition
ACM and Microsoft
Received first place for independent student research paper, 'A 3D-Cellular Automata based Pseudo-random Number Generator'.
Publications
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2021 Publicly Verifiable Threshold Secret Sharing Based on Three-Dimensional-Cellular Automata
Concurrency and Computation: Practice and Experience
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2020 A 3D-Cellular Automata-Based Publicly-Verifiable Threshold Secret Sharing
Handbook of Research on Machine and Deep Learning Applications for Cyber Security
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2016 A 3D-cellular Automata Based Pseudo-random Number Generator: Student Research Abstract
SAC'16 Proceedings of the 31st Annual ACM Symposium on Applied Computing
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2016 Multilevel Threshold Secret Image Sharing Based on the Chinese Remainder Theorem
Proceedings of the International Conference on Security and Management (SAM)
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2015 A Novel Distributed Image Steganography Method Based on Block-DCT
Advanced Computer and Communication Engineering Technology, Lecture Notes in Electrical Engineering
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2015 Block-DCT Based Secret Image Sharing over GF(2$^{8}$)
Int'l Conf. Security and Management, SAM'15
Skills
| Programming Languages | |
| C++ | |
| Cuda C++ | |
| Python | |
| Rust | |
| Java |
| Frameworks/Technologies | |
| GStreamer | |
| FFMPEG | |
| OpenCV | |
| CUDA | |
| TensorFlow | |
| Pytorch | |
| WebRTC | |
| NVIDIA DeepStream |
| Specializations | |
| Video Coding (AVC, HEVC) | |
| Computer Vision | |
| Deep Learning | |
| Theoretical Cryptography | |
| Blockchain Technology |
| DevOps Tools | |
| Kubernetes | |
| Docker |