Tilak D
Manager - Machine Vision Algorithms at Wabtec Corporation
Bengaluru, Karnataka, India
Summary
👤
Senior🎓
Top SchoolTilak D is an AI/ML engineering leader based in Bengaluru with nearly a decade of experience building production-grade computer vision and perception systems for automotive and robotics applications. He has led cross-functional global teams at Ford and Wabtec, delivering large-scale data platforms, retrieval-augmented generation systems, and transformer-based image/video search models that process hundreds of thousands of videos for ADAS and AV validation. His hands-on background spans LiDAR and camera fusion, synthetic data generation (Unity3D and GANs), edge and cloud deployment, and building internal tools for annotation and inference-as-a-service. Notably, he has driven product-level platforms from design to production, managed petabytes of perception data, and mentored thousands of students through Udacity—bringing both deep technical execution and talent-building strengths.
9 years of coding experience
8 years of employment as a software developer
Bachelor of Engineering (BE) Electronics and Communications Engineering, Bachelor of Engineering (BE) Electronics and Communications Engineering at Ramaiah Institute Of TechnologyArtificial Intelligence Engineer Nanodegree, Artificial Intelligence Engineer Nanodegree at UdacitySSLC, SSLC at Hymamshu Jyothy Kala Peetha
English, Hindi, Kannada, Tamil
Github Skills (13)
eye-tracking10
triplet7
loss7
depth7
python7
depth-estimation6
opencv6
javascript5
scale3
machine-learning3
tensorflow2
deep-learning2
webcam1
Programming languages (2)
Github contributions (5)
TilakD/2D-Road-Object-Detection
Dec 2019 - Mar 2020
Contributions:24 commits, 25 pushes, 2 branches in 2 months
Contributions:38 commits, 36 pushes, 1 branch in 5 months
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