Bastian Solutions

2 weeks ago

Bengaluru, Karnataka, India BASTIAN SOLUTIONS INDIA PRIVATE LIMITED Full time
Lead Engineer - Machine Learning

Who We Are :


At Bastian Solutions R&D, we are a dynamic team of multidisciplinary engineers dedicated to innovation, envisioning groundbreaking ideas, and empowering Toyota Advanced Logistics to deliver cutting-edge autonomous vehicles and robotic systems to the material handling industry.

We are a close-knit team that prides ourselves on a culture of putting our people first. It's all about the team. Joining Bastian Solutions R&D means joining an extended work family that truly cares.

Responsibilities :


- Design state of the art neural networks for vision, manipulation, and robot autonomy tasks.

  • Select and implement cutting edge neural network algorithms directly from the latest research.
  • Design, implement, and validate AI algorithms and models; optimize their performance for realworld neural networks for vision, manipulation, and robot autonomy tasks.
  • Supervise model and dataset development across multiple projects, teams, and geographical locations.
  • Develop new features for a selfoptimizing, real and synthetic, data generation pipeline.
  • Develop real time inference applications for embedded and mobile devices.
  • Develop front and backend systems for client/server inference.
  • Create simulated environments for synthetic data generation.
  • Evaluate and recommend the latest hardware for vision and robotic platforms.
  • Maintain clear and transparent communication with crossfunctional team, vendors, and clients.
  • Ensure projects are executed in the most effective manner, in regards to; time, cost (budget) and function.
Requirements :

  • Bachelor / Master's degree in computer science, or Engineering.
  • 5+ years of experience with at least 2+ years in implementing and leading AI Solutions preferably in computer vision or neural network thesis/dissertation.
  • Should be handson experience developing computer vision software in C++ and Python, including algorithm design and systems software development.
  • Demonstrated experience with machine learning, Bayesian filtering, information theory and/or 3D geometry
  • Experience in developing large scale neural networks using PyTorch, Tensorflow, Keras, etc.
  • Understanding of applied mathematics, numerical optimization, and Object/Pattern Recognition
  • Experience with 2D and 3D Computer Vision algorithms
  • Experience in dataset development for computer vision tasks, including synthetic data generation
  • Excellent software engineering fundamentals and a good understanding of architecture, design, and performance.
  • Exposure to Autonomous Vehicles, Robotics, Automation, etc. a plus
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