Saidov Adam
Data Scientist and Software Developer
About Me
I am a junior student at Sejong University and an AI enthusiast specializing in computer vision and deep learning. I have experience in image classification, semantic segmentation, and object detection using PyTorch. My research focuses on applying machine learning to environmental science, particularly using satellite data for forest monitoring and ecosystem analysis. I have worked with advanced models like YOLO, UNet, and ResNet to develop real-world computer vision solutions. I thrive in collaborative environments, am always eager to learn, and believe AI can help solve global challenges.
Work Experience
2023.12 - 2024.02 Remote Internship at Technaxis.
• Contributed to developing an object detection system for quality control and inventory management, leveraging PyTorch, YOLO, and Faster R-CNN.
• Preprocessed diverse image datasets using OpenCV, enhancing model robustness through normalization and data augmentation techniques.
• Optimized models for edge devices via pruning, quantization, and CUDA acceleration, ensuring real-time performance.
• Conducted thorough evaluations using mAP and IoU metrics to validate accuracy and robustness under diverse conditions.
2024.09 Seoul Tech Impact Hackathon - Dropheart -Certificate.
• Backend Developer for Dropheart, a web app combining geocaching with CRUD functionality for donations.
• Built features like profile page, reporting, and collaboration with NGOs and charities to enhance user experience.
• Integrated data visualization to optimize donation supply and demand distribution.
2024 - Present Member of Free Code Camp Seoul Coding Meetup.
• Actively participate in collaborative coding sessions, technical discussions, and hands-on workshops.
• Engage with a diverse community of developers, enhancing programming skills and sharing knowledge on various topics.
• Contribute to open-source projects and initiatives driven by the Free Code Camp community.
My Skills
Languages
- Russian - Native
- Uzbek - Native
- English - Advanced
- Korean - Beginner
Programming Languages
- Python
- C
- Java
Frameworks
- TensorFlow
- PyTorch
- Spring Boot
APIs
- FastAPI
- RESTAPI
Operating Systems
- Linux
- macOS
- Windows
IDEs
- Google Colab
- Jupyter Notebook
- VS Code
- PyCharm