As a Senior Algorithm Developer with over seven years of expertise in Digital Signal Processing, Natural Language Processing, and medical imaging, I’ve had the privilege of contributing to projects that have shaped healthcare technology. My career highlights include developing an FDA-approved imaging product, leading a state-of-the-art NLP extraction mechanism for clinical documents, and founding an R&D department where I led a team to develop a detection algorithm with zero false positives. Currently, I focus on NLP and imaging algorithms using cutting-edge tools like PyTorch and TensorFlow, while actively contributing to AI communities through guilds and paper clubs. I also enjoy mentoring Israeli ex-combat soldiers to help them transition into the high-tech industry. I’ve chosen to dedicate time to mentoring because I believe in the importance of sharing knowledge and helping others navigate their career paths. My experience in both startup environments and large organizations allows me to offer practical advice on algorithm development, leadership, and cross-functional collaboration. I’m excited to support mentees in reaching their full potential by helping them tackle technical challenges and achieve their goals.
My Mentoring Topics
- Algorithm development in NLP, DSP, and medical imaging
- Transitioning from academia to industry
- Leading and managing R&D teams
- Building end-to-end AI solutions from research to production
- Startup leadership and product development
- Enhancing technical skills in Python, PyTorch, TensorFlow, and MATLAB
- Mentoring and coaching for professional growth
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