Position Overview:

Acutix3D is seeking a Computer Vision Engineer to build the "brain" of our autonomous metrology systems. You will develop the high-throughput semantic regression networks and 3D topological mapping algorithms that live directly on our camera interface. You will leverage the NVIDIA Jetson Orin NX to process complex multi-vector mapping in under 12 seconds, decoupling metrology from massive hardware and shifting it into agile edge compute.

Key Responsibilities:

- Algorithm Development:

Develop and optimize computer vision algorithms for our symmetric quad-projection system to effectively neutralize shadows and specular glare on micro-components (0201 metric).

- Edge Compute Optimization:

Deploy and optimize deep learning models on the NVIDIA Jetson Orin NX (utilizing its 100 TOPS and Dual NVDLA v2.0 accelerators) for strictly bounded <12s cycle processing times.

- Warp Correction:

Implement software-driven dynamic coordinate recalculation to isolate true solder height by referencing the board (Z_ref(x,y) = ax+by+c), bypassing the need for expensive mechanical Z-tracking.

- Synthetic Initialization:





Develop zero-shot synthetic initialization pipelines to allow for immediate algorithm stabilization without the need for multiple manual scrap runs.

- Continuous Learning:

Contribute to our compounding SaaS features, including continuous self-learning adaptation and predictive maintenance analytics.

Qualifications:

- Solid academic and practical background in 3D Computer Vision, computational photography, or structured light (multi-angle fringe projection experience is highly desirable).

- Expertise in edge AI optimization using NVIDIA ecosystems (CUDA, TensorRT, DeepStream) and deploying models on resource-constrained edge devices.

- Proficiency in C++ and Python, with deep experience in AI/ML frameworks (PyTorch, TensorFlow).

- Solid mathematical foundation in 3D geometry, point cloud processing, and spatial transformations.

- Experience in the manufacturing or metrology space (defect detection, anomaly detection, topological mapping) is highly preferred.

📌 Computer Vision Engineer – Edge AI & 3D Topography (Pune)
🏢 Mhadeshwar Advisory
📍 Pune