Jatin CHAUDHARY | Solar Energy | Young Scientist Award

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Mr. Jatin CHAUDHARY |Solar Energy|Young Scientist Award

Mr at University of Turku, Finland

Jatin Kumar Chaudhary is a Doctoral Researcher at the University of Turku’s Department of Future Technologies, specializing in AI-driven diagnostics for prostate cancer detection. He holds a B.Tech in Electronics and Communication Engineering from SVNIT, Surat. Jatin’s expertise includes probabilistic modeling, radiomics, MRI analysis, and deep learning. He has contributed to multiple research projects, including those at the University of Pennsylvania and has published extensively in journals and conferences. Jatin has secured independent funding for his research and received several awards, including the Research Excellence Award at the First Bionicsol Young India Innovator Contest.

 

 

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šŸŽ“ Education

University of Turku, Department of Future Technologies | Turku, Finland Doctoral Researcher (Computer Assisted Diagnostics for Prostate Cancer Detection using AI) Jan 2023 ā€“ Present. Responsibilities: Probabilistic Modeling, Radiomics, MRI analysis, Foundation Model for Prostate Cancer Detection, Machine Learning, Deep Learning Sardar Vallabhbhai National Institute of Technology (SVNIT) | Surat, India. Bachelor of Technology (B.Tech) in Electronics and Communication Engineering 2017-2021 Cumulative GPA: 7.13/10

šŸ’¼ Professional Experience

University of Turku, Department of Future Technologies | Turku, Finland Project Researcher (Data Science & Machine Learning)
June 2019 ā€“ July 2019. Tools & Technologies: Python (TensorFlow, Keras, sklearn, pandas), LateX. Tasks: Algorithm Development, Classification models on Sentinel 1 and 2 Dataset, CNN architectural development. Penn Image Computing and Science Laboratory, University of Pennsylvania Research Trainee (Medical Imaging and Software Development) Sept 2021 ā€“ Sept 2023. Responsibilities: Data Analysis and Segmentation of Aortic Valve Ultrasound data using ITK Snap, VTK, MATLAB, C3D. Contributions: Algorithm Designing of Image Segmentation of 4D image using C3D, Contribution to an open-source software. University of Turku, Department of Future Technologies | Turku, Finland Research Trainee (Data Science & Machine Learning) June 2019 ā€“ July 2019. Tools & Technologies: Python (TensorFlow, Keras, sklearn, pandas), LateX. Tasks: MATLAB implementation of Artificial Neural Network techniques for the optimization problem of Single Junction Solar Cells. SV National Institute of Technology, Applied Physics Department | Surat, India Undergraduate Researcher (Advance Optics Research Laboratory) September 2017- July 2018. Focus: Deflection of particle nature of light ray by strong external electric and magnetic field

šŸ† Strengths for the Award:

  1. Innovative Research Focus: Jatin Kumar Chaudhary’s work on AI-assisted prostate cancer detection is highly innovative, addressing critical needs in medical diagnostics. His expertise in advanced AI techniques, including probabilistic modeling, machine learning, and deep learning, showcases his significant contributions to the field.
  2. Publication Record: With multiple publications in esteemed conferences like IEEE and NeurIPS, Jatin has demonstrated a strong ability to produce high-quality research. His work spans diverse areas, including medical imaging, photovoltaic cells, and radiomics, highlighting his versatility as a researcher.
  3. Global Research Experience: Jatin has gained substantial experience working in top research institutions globally, such as the University of Pennsylvania and the University of Turku. His international exposure and collaborations with leading experts in the field strengthen his research portfolio.
  4. Technical Skills and Innovation: Jatin’s proficiency in advanced tools like ITK, VTK, C3D, and programming languages such as Python and C++ underline his strong technical foundation. His ability to develop and implement innovative algorithms is evident from his research outputs.
  5. Leadership and Mentorship: Jatin has shown leadership qualities by supervising undergraduate theses and mentoring students in computer programming. His role as a supervisor and mentor indicates his potential to inspire and guide future researchers.
  6. Recognition and Funding: His independent funding from the University of Turku and the Research Excellence Award by First Bionicsol Young India Innovator Contest underline his research’s impact and recognition in the academic community.

šŸ”„ Areas for Improvement:

  1. Depth in Specialized Fields: While Jatin’s research spans various fields, focusing more deeply on a particular niche, such as prostate cancer diagnostics, could lead to more specialized and groundbreaking contributions in that area.
  2. Collaboration and Networking: Enhancing collaborations with other researchers and institutions could further diversify his research perspectives and open up more opportunities for impactful studies.
  3. Industry Engagement: Engaging more with industry partners, especially in medical diagnostics and AI applications, could help translate his research into practical solutions and increase the societal impact of his work.

 

šŸ“šĀ  Publications

  • Optimization of Silicon Tandem Solar Cells using Artificial Neural Networks
    • Authors: JH Jatin Kumar Chaudhary, Jiaqing Liu, Jukka-Pekka Skƶn, Yen Wie Chen
    • Publication: Lecture Notes in Artificial Intelligence 11927 (SGAI-AI 2019, LNAI), 1ā€“12, 2019
    • Citations: 7
    • Year: 2019

 

  • Elemental, Optical, and Electrochemical Study of CH3NH3PbI3 Perovskite-Based Hole Transport Layer-Free Photodiode
    • Authors: J Chaudhary, S Choudhary, B Agrawal, AS Verma
    • Journal: Semiconductors 54, 1023-1031
    • Citations: 4
    • Year: 2020

 

  • Human Presence Detection with Thermal Sensor using Multilayer Perceptron Algorithm
    • Authors: L Puurunen, J Chaudhary, R Kanth, J Heikkonen
    • Conference: 7th IEEE World Forum on Internet of Things WF-IoT 2021
    • Citations: 3
    • Year: 2021

 

  • Image quality assessment by integration of low-level & high-level features: threshold similarity index
    • Authors: J Chaudhary, DR Pant, S Pokharel, JP Skƶn, J Heikkonen, R Kanth
    • Conference: 2022 IEEE 31st International Symposium on Industrial Electronics (ISIE), 135-141
    • Citations: 2
    • Year: 2022

 

  • Educational Approach to the Internet of Things (IoT) Concepts and Applications
    • Authors: R Kanth, T Korpi, A Toppinen, K MyllymƤki, J Chaudhary, J Heikkonen
    • Conference: 6th International Conference on Computer Science, Engineering and ā€¦
    • Citations: 2
    • Year: 2019

 

  • Analysis and Enhancement of Quantum Efficiency for a Multi-Junction Solar Cell
    • Authors: JH Jatin Chaudhary, Rajeev Kumar Kanth, Jukka-Pekka Skƶn
    • Conference: 46TH IEEE PHOTOVOLTAIC SPECIALISTS CONFERENCE (PVSC 46)
    • Citations: 2
    • Year: 2019

 

  • Numerical Investigations on the Type-II Band Alignment and Quantum Efficiency of Multi-junction Solar Cell using Andersonā€™s Rule
    • Authors: JH Ankul Prajapati, Jatin Kumar Chaudhary, Rajeev Kanth, Jukka-Pekka Skƶn
    • Conference: Third International Conference on Sustainable Energy and Environmental ā€¦
    • Citations: 2
    • Year: 2018

 

  • Performance analysis of back surface field (BSF) effects in multijunction photovoltaic cell
    • Authors: J Chaudhary, R Kanth, J Heikkonen
    • Conference: 2020 47th IEEE Photovoltaic Specialists Conference (PVSC), 1207-1211
    • Citations: 1
    • Year: 2020

 

  • Cross-Vendor Reproducibility of Radiomics-based Machine Learning Models for Computer-aided Diagnosis
    • Authors: J Chaudhary, I Jambor, H Aronen, O Ettala, J Saunavaara, P Bostrƶm
    • Platform: arXiv preprint arXiv:2407.18060
    • Year: 2024

 

  • Methyl-ammonium lead iodide hybrid perovskite thin film as active material for energy conversion devices
    • Authors: J Chaudhary, R Agrawal, D Kumar, SK Pathak, M Chandra, S Kumar
    • Journal: Journal of Ovonic Research 20 (2)
    • Year: 2024

 

šŸ“œ Conclusion:

Jatin Kumar Chaudhary is a strong candidate for the Best Researcher Award, given his impressive achievements in AI-driven medical diagnostics, particularly in prostate cancer detection. His extensive research experience, innovative contributions, and leadership qualities make him a deserving recipient. However, focusing on deepening his expertise in a specialized field and expanding his collaborative efforts could further enhance his research impact. Overall, Jatin’s work exemplifies the qualities of a leading researcher, and he has the potential to make significant contributions to the field of AI in medical diagnostics.