Location: [Bangalore/Mangalore]
Experience: 5–8 years
Qualification: Master’s or PhD in Engineering
Role Summary
We are seeking a passionate and experienced Software Developer with expertise in point cloud registration, 3D visualization, and camera-based imaging. You will implement core algorithms and modules that power the transformation of image data into interactive 3D CAD models.
Key Responsibilities
Develop and optimize modules for point cloud ingestion, processing, and registration.
Build real-time data pipelines for integrating image and video stream inputs.
Implement algorithms for feature extraction, 3D reconstruction, and CAD model generation.
Work with GPU-based acceleration libraries for rendering and computation.
Ensure accuracy, performance, and stability of the 3D rendering engine.
Collaborate with Cross Functional teams like UI/UX and other Engineering teams.
Required Skills & Tools
Strong experience in C++ (11/14/17) and Python for prototyping.
Solid understanding of fundamental mathematical concepts like linear algebra, probability & calculus.
Deep Understanding of algorithms & techniques for image analysis, Object detection, segmentation & tracking.
Proficiency in developing and implementing models for complex perception tasks, including using frameworks like TensorFlow or PyTorch.
Solid understanding of point cloud data processing, ICP algorithms, and sensor fusion.
Solid understanding of State-of-the-art Deep Learning models for 3D related tasks.
3D Data Expertise: 3D Geometry, Modelling, CAD Software, Point cloud Processing Platforms.
Hands-on with PCL, Open3D, OpenCV, Eigen, and GPU tools like CUDA/OpenCL.
Familiar with 3D visualization toolkits: VTK, OpenGL, , Volumetric medical images.
Experience integrating depth sensors, RGB-D cameras, or stereo vision systems.
The ability to combine data from multiple sensors (cameras, LiDAR, radar).
Familiarity with Windows development tools: Visual Studio, CMake, Git, Profilers.