Description:Who we are
We're a team of engineers working aggressively & passionately to solve the hard problems. We are focussed on revolutionising how the traditional BIM/3D design/engineering/construction process works & enable people building the future, build it faster.
About The Role
Augrade is changing the way people design & construct Houses, Cars & Satellites by making the skillsets accessible.
You will be working directly on all our generative design efforts such as real-time 3D BIM generations, CV models. You will be working closely with the platforms team & the founders.
If you resonate with the mission & are passionate about this, that's all we are looking for, people who want to solve the hard problems relentlessly & aren't afraid to try the bold ideas & fail (most of the times).
What You'll Do
- Develop and adapt advanced computer vision and state-of-the-art deep learning techniques for object detection/ classification/ segmentation.
- Plan and execute cutting-edge research to advance machine perception technology and image context understanding.
- Develop novel real-time 3D scene understanding techniques.
- Research and prototype techniques and algorithms for 2D/3D BIM model generation from images/pdfs.
About You (Qualifications Etc)
3+ yrs experience OR technically challenging projects in CV or 3D generation/design world.
Proficiency in programming languages such as Python/C++ and experience with computer vision libraries (e.g., OpenCV, TensorFlow, PyTorch)
Knowledge in image analysis, machine learning, information theory, and 3D geometry
Strong expertise in deep learning frameworks and architectures, including experience with CNNs, RNNs, and GANs
Skills in data preprocessing, augmentation, and annotation for computer vision tasks
Experience with deploying computer vision systems in production environments.
Above all else, genuine passion for the 3D world & being a Fast learner.
Good to have
- Experience working with NERFs,
- Experience solving challenges related to 3D scene and object reconstruction & object detection.
- Experience with diffusion models, CV or Neural networks
- Experience in Architecture, Aerospace, or Automotive industries
Benefits
- Unlimited PTO / sick leave
- ESOPs (For select candidates)
- Visa sponsorship (For select few candidates)
- Health Insurance amongst others.
