Yogish Mallya
Group Leader - Image Processing and AI @ Philips | Engineering Leadership, Data Modeling
- Role
- Group Leader - Image Processing and Ai at Philips
- Location
- Bengaluru, KA, IN
- LinkedIn followers
- 500 followers
About Yogish Mallya
Specialties: Data science and analytics * Algorithms * Machine Learning* Deep Learning * Medical Image processing and analysis * Research and advanced solutions development in neurology, cardiovascular, radiation therapy, image guided interventions and MSK * Commercialisation of research output * Project and Product Management * R&D Collaborations * Healthcare technology initiatives for emerging markets * Intellectual Property and Publications * Software Architecture *DFSS- 18+ years of experience in delivering advanced diagnostic and image guided solutions in neurology, cardiovascular, radiation therapy, surgical interventions and MSK; building solutions for emerging markets- Experienced coach of senior technologists in design and development of advanced heartcare solutions and algorithm development in artificial intelligence, medical image analytics and computer vision- Experience in building successful team for technology development in niche healthcare space- Leader in commercialization of research output; Successful track record of bringing medical image analysis and machine learning use cases into production/clinical realization (GE AutoBone, Philips Pinnacle Dynamic Planning, Philips IMALYTICS)- 5+ years of experience in project and cross functional program management; Managing research collaborations for solution co-creation and validation- 19 granted patents, 15+ peer-reviewed publications, 1 book chapter and 5+ invited talks- Hands-on experience in open source tools for machine learning, image processing and medical data visualization: VTK, ITK, Open CV, numpy, pandas, scikit-learn, Keras, Theano and Caffe
Experience
Group Leader - Image Processing and Ai
Mar 2024 — Present · Bengaluru, IN
Education
Manipal Institute of Technology
BE, Electrical and Electronics
1994 — 1998
Manipal Academy of Higher Education
MS, Medical Software
1998 — 2000
Skills
- Statistical Data Analysis
- Research
- Algorithms
- C++
- Research and Development (R&D)
- Opencv
- Digital Imaging
- Computed Tomography
- Software Engineering
- Caffe
- Software Development
- Dicom
- Python
- Radiation Therapy
- Image Processing
- Machine Learning
- Visual C++
- Signal Processing
- Pattern Recognition
- Computer Aided Diagnosis
- Medical Imaging
- Image Segmentation
- Vtk
- Itk
- Product Development
- R&D
- C
- Patents
- Data Analysis
- Matlab
- Image Analysis
- Biomedical Engineering
- Theano
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