Machine Learning lead

Hi,

Immediate hiring

Computer Vision Engineer – Pavement Distress DetectionLocation: Mumbai
Employment Type: Full-time OverviewWe are seeking a highly skilled and innovative Computer Vision Engineer to design and implement cutting-edge models for detecting road distress features using high-resolution imagery, Laser profiler or LiDAR data.

Key Responsibilities

• Develop and fine-tune segmentation and detection models for road surface defects using high accuracy laser profiler data.
• Process and analyze high-resolution images and 3D LiDAR/range maps to extract and classify features.
• Build and optimize data annotation, cleaning, and management pipelines for training CV models.
• Design, implement, and deploy ML algorithms within computer vision frameworks for spatial analysis.
• Test and validate models to ensure accuracy, robustness, and reliability in real-world scenarios.
• Collaborate with cross-functional teams to deliver intelligent solutions aligned with project requirements.
• Maintain, update, and monitor CV systems for performance and functional integrity over time.
• Required Skills & Qualifications
• Proficiency in programming languages such as Python, C++, with strong image processing capabilities.
• Expertise in computer vision libraries and frameworks like YOLO, ResNet, ViT, FastRcnn, Mask Rcnn, OpenCV, TensorFlow, PyTorch, and Keras.
• Hands-on experience in preparing data, training, optimization of training and inference pipeline 3D and 2D data analysis.
• Ability to work with massive datasets and apply ML techniques for image-based prediction.
• Strong analytical skills to evaluate, enhance, and troubleshoot model performance.

Preferred Extras

• Experience with ML and CV tools such as Roboflow, Ultralytics and techniques such as Sahi, Filtering methods such as FFT, Highpass.
• Experience with image/feature augmentation techniques such as Albumentations, Labelme, CVAT.
• Prior contributions to open-source CV projects or published research in related domains.

Regards

Kshama

+91 9833964181

kshama.raj@blueocean.systems

Job Types: Full-time, Permanent