Ai Engineer
Current
Nov 2023 - Present
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Sankarsan Mohanty Email & Phone Number
AI Engineer @ Dr. BreathE | Machine Learning | Deep Learning | Generative AI
at
Dr. BreathE
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✓ Verified Jul 2026
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Profile completeness 86%
Current company
Role
AI Engineer @ Dr. BreathE | Machine Learning | Deep Learning | Generative AI
Location
Taipei, Taipei City, Taiwan, Province of China
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Sankarsan Mohanty is listed as AI Engineer @ Dr. BreathE | Machine Learning | Deep Learning | Generative AI at Dr. BreathE, based in Taipei, Taipei City, Taiwan, Province of China. AeroLeads shows a matched LinkedIn profile for Sankarsan Mohanty.
Sankarsan Mohanty previously worked as AI Engineer at Dr. Breathe and ML/DL Researcher (Student) at Intelligent Automated Inspection And Embedded Control Laboratory. Sankarsan Mohanty holds Master'S Degree, Mechanical And Automation Engineering, 3.9/4 from National Taipei University Of Technology.
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Profile bio
About Sankarsan Mohanty
Three years of experience in research and development, including expertise in AI/ML application development, software development, and AWS. He is strongly driven to find solutions to any challenge and achieve any goal. Possessing an unyielding spirit, his outgoing and communicative nature makes it easy for him to work in groups, fostering collaboration and effective teamwork.
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5 roles
Sankarsan Mohanty work experience
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Ml/Dl Researcher (Student)
Intelligent Automated Inspection And Embedded Control Laboratory
Thesis - Reinforcement Learning Optimized Digital Twin-based Synthetic Data Generation for Surface Defect Detection This study tackles accurate defect detection training with limited data. It proposes a unique approach to identifying surface defects in titanium spacer rings using quality synthetic data from an RL-optimized digital twin. The method achieved notable accuracies of 93.07% in precision and 94.2% in recall. This work is presented at SPIE Automated Visual Inspection and Machine Vision V 2023 in Germany and is under review for publication in the "Electronics Imaging" journal.-PPO, ResNet, Blender, Pytorch, Git, Reinforcement Learning, Digital Twin, Domain RandomizationProject:Deep Convolutional Neural Network Optimization for Surface Defect Detection in Wafer InspectionI have experience in defect detection on semiconductor wafers, addressing challenges in complex backgrounds. My research introduced a novel approach using Convolutional Neural Networks and UNet++ architecture, optimized through CNN filter pruning. This strategy drops the IoU by 2.5% and 3%, leading to a remarkable 55% and 52% improvement in inference speed for contour and co-axial datasets, respectively, compared to the original model on NVIDIA Geforce 2080 Ti. The work showcases the effectiveness of this CNN optimization technique in enhancing defect detection efficiency.This work is presented at the International Conference on Precision Engineering and Sustainable Manufacturing (PRESM 2022) in Jeju, Korea.-UNet++, CNN Layer Pruning, Network Optimization, Python, PyTorch, Scikit-Learn
Aug 2021 - Aug 2023
Research And Development Engineer
Project1:Development of Automatic Resuscitator Project2: Hydraulic Lift Housing Design and Development
Apr 2020 - Jul 2021
Apr 2019 - Mar 2020
Jun 2018 - Apr 2019
2 education records
Sankarsan Mohanty education
Master'S Degree, Mechanical And Automation Engineering, 3.9/4
Bachelor'S Degree, Mechanical Engineering, 8.0
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What company does Sankarsan Mohanty work for?
Sankarsan Mohanty works for Dr. BreathE.
What is Sankarsan Mohanty's role at Dr. BreathE?
Sankarsan Mohanty is listed as AI Engineer @ Dr. BreathE | Machine Learning | Deep Learning | Generative AI at Dr. BreathE.
Where is Sankarsan Mohanty based?
Sankarsan Mohanty is based in Taipei, Taipei City, Taiwan, Province of China while working with Dr. BreathE.
What companies has Sankarsan Mohanty worked for?
Sankarsan Mohanty has worked for Dr. Breathe, Intelligent Automated Inspection And Embedded Control Laboratory, Dynamatic Technologies Limited, and Skyfi Labs.
How can I contact Sankarsan Mohanty?
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What schools did Sankarsan Mohanty attend?
Sankarsan Mohanty holds Master'S Degree, Mechanical And Automation Engineering, 3.9/4 from National Taipei University Of Technology.
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