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Nyi
@nyinyimyo
Deep Learning Engineer
Myanmar [Birmanie]
Birman, Anglais
À propos de moi
I am a Deep Learning Engineer with 3+ years of hands-on experience building Computer Vision models. I specialize in object detection frameworks and model optimization, with expertise in PyTorch, TensorFlow, Keras, and PaddlePaddle. I am experienced in fine-tuning models, evaluation, and optimizing inference performance for speed and accuracy, including preparing models for real-time edge inference and efficient deployment. Proven ability to design and implement end-to-end ML workflows together with MLOps tools from experimentation to practical applications.
Compétences
Nyi
hors ligne •
Temps de réponse moyen de 1 heure
Voir mes services
Vision par ordinateur
I will do semantic, instance, and panoptic segmentation
Vision par ordinateur
I will do object detection and instance segmentation app
Portfolio
Expérience professionnelle
company
Temps plein • 5 yrs 9 mos
Deep Learning Researcher
May 2022 - Dec 2024 • 2 yrs 7 mos
Researched real-time surgical instrument segmentation and detection analysis using Deep Learning. Developed two-point association tracking system incorporated with Deep Learning computer vision model for real-time visual tracking of laparoscopic surgical instruments.
Electronic Engineer
May 2019 - Jan 2021 • 1 yr 8 mos
Designed and developed embedded systems using Embedded C programming and electronic circuit design. Designed and manufactured an automated digital gold-twisting machine for bracelet jewelry, collaborating with mechanical engineers and goldsmiths. Designed and implemented SBC-controlled systems using Python and Raspberry Pi for IoT, computer vision, and robotics applications.
Embedded Programming Instructor
Jun 2019 - Dec 2020 • 1 yr 6 mos
Instructed Embedded C programming and microcontroller circuit design. Conducted practical experiments on home automation, remote-controlled systems, and robotic systems.
