Ishan Patil
Senior Machine Learning Engineer, Apple AI ML
Mountain View, California, United States
Summary
👤
Senior🎓
Top SchoolIshan Patil is a Senior Machine Learning Engineer at Apple AI/ML with 9 years of experience building applied AI systems in generative models, computer vision, and robotics. He has driven production-grade perception and localization stacks for consumer and special projects—spanning Amazon Astro’s sensor fusion and face-tracking to retail shelf analytics at Focal Systems. Comfortable across research and product delivery, he routinely improves dataset pipelines, monitors model drift, and applies SOTA techniques to boost robustness and throughput. A Stanford M.S. in Electrical Engineering and hands-on background in CUDA/C++ and ROS underpin his work on real-time, resource-constrained ML for embedded systems. He also mentors ML and software engineering careers and holds a patent for lightweight feature detection on dynamic objects—evidence of his knack for practical, novel solutions. Based in Mountain View, he blends academic rigor with product-focused engineering to move algorithms from lab prototypes into deployed systems.
9 years of coding experience
7 years of employment as a software developer
Elementary Middle & Secondary School, Elementary Middle & Secondary School at Fr. Agnel Multipurpose School, VashiHigher Secondary School Physics Chemistry Mathematics Electronics (Vocational subject), Higher Secondary School Physics Chemistry Mathematics Electronics (Vocational subject) at DG Ruparel College of Arts, Science and CommerceBachelor’s Degree Electrical Engineering, Bachelor’s Degree Electrical Engineering at Indian Institute of Technology, IndoreMaster’s Degree Electrical Engineering, Master’s Degree Electrical Engineering at Stanford University
English, Marathi, Hindi
Github Skills (10)
depth9
cs231n9
depth-estimation8
segmentation6
semantic5
semantic-segmentation5
deep-learning4
pytorch4
ros-node3
ros3
Programming languages (1)
Github contributions (5)
iapatil/depth-semantic-fully-conv
Jun 2017 - Aug 2017
Contributions:18 commits, 1 PR, 15 pushes in 1 month
pytorchsemantic-segmentationdeep-learningconvolutionaldepth
iapatil/asl-fingerspelling
Jan 2017 - Jun 2017
Contributions:8 pushes, 1 branch in 5 months
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