I am a passionate problem solver in the field of AI.I just graduated with a Master's degree in Artificial Intelligence from South Korea working as a research assistant in the PRML Lab. Currently I am working as an AI researcher in an autonomous robotic company.With a background in Computer Engineering, I have a solid foundation in the fundamentals of the field. I am always eager to explore new opportunities for creativity and engagement.Proficient in Python, I have a strong command of machine learning algorithms. I am experienced in utilizing deep learning techniques, including frameworks such as TensorFlow, PyTorch, and Fast.ai. I have worked extensively on various computer vision tasks, such as image distortions, image quality assessments, super resolution, and HDR.In addition, I have completed the Computer Vision Nanodegree, which further solidified my expertise in the area. I am passionate about advancing the field of computer vision and applying state-of-the-art techniques to solve real-world challenges.My true passion lies in the intersection of Computer Vision and NLP. I aspire to contribute as a researcher in these fields, leveraging my knowledge and skills. Also, I am excited about the techniques in reinforcement learning having done project or two in that part.I am open to new collaborations and opportunities in AI, and I am excited to make a meaningful impact in the field. Let's connect and explore how we can drive innovation together!
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Ai Research EngineerStpc Robotics Sep 2023 - Oct 2024Seongnam, Gyeonggi, South Korea -
Graduate Research AssistantPattern Recognition And Machine Learning Sep 2021 - Aug 2023Seoul, South KoreaImage Data and Computer Vision: I have extensive experience working with image data in the field of computer vision. I have successfully completed my thesis and published a paper on image quality assessment, demonstrating my understanding and expertise in evaluating image fidelity and perceptual quality.GAN-based Projects: I have worked on various projects leveraging Generative Adversarial Networks (GANs) for tasks such as image augmentation, image editing, and image reconstruction. By harnessing the power of GANs, I have explored techniques to generate realistic and diverse images, enhance existing images, and reconstruct missing or corrupted image data.Super Resolution: I have actively worked in the field of super resolution, which involves enhancing the resolution and quality of low-resolution images. By utilizing advanced algorithms and techniques, I have developed solutions to generate high-resolution images with improved details and clarity.Transformer Models: I have utilized transformer models, specifically ViT (Vision Transformer) and Swin Transformer, in the context of High Dynamic Range (HDR) imaging. These models have allowed me to effectively process and enhance HDR images, enabling better representation and preservation of details in scenes with varying lighting conditions.Diverse Project Experience: Throughout my coursework, I have completed a range of projects covering various computer vision tasks. These include Optical Character Recognition (OCR), handwritten detection and classification, 3D object detection, and modifying light contrast using deep reinforcement learning techniques, specifically employing Q-learning algorithms.By combining theoretical knowledge, practical experience, and a deep understanding of computer vision techniques, I have successfully tackled challenging projects in the field. I am passionate about pushing the boundaries of computer vision and utilizing cutting-edge methods to solve real-world problems.
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Software EngineerWiseyak Inc. Apr 2020 - Aug 2021Kathmandu, Bāgmatī, Nepal -
MentorAidevnepal 2018 - Aug 2019Nepal -
Data Science / Ai EngineerMpercept Technology Jun 2018 - Jul 2019Nepal
Astha Adhikari Education Details
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Artificial Intelligence -
Kathmandu Engineering CollegeBachelor'S Degree -
Triyog Higher Secondary SchoolSlc
Frequently Asked Questions about Astha Adhikari
What is Astha Adhikari's role at the current company?
Astha Adhikari's current role is AI/Data Science Enthusiast.
What schools did Astha Adhikari attend?
Astha Adhikari attended Gachon University, Kathmandu Engineering College, Triyog Higher Secondary School.
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