16 Aug
|
Trigyn Technologies
|
India
16 Aug
Trigyn Technologies
India
Trigyn has a contractual opportunity for a Machine Learning Geospatial Applications . This resource will be working Remotely.
Job Description:
Scope of Work:
• Model Adaptation: Focused on the model architecture, ensuring the model handles the resolution differences between drone (3cm) and satellite (30cm) imagery effectively.
• User Interface Enhancement: Upgrade BEAM's user interface to support recent functionality and compatibility with the revised model outputs and manage deployment onto municipal infrastructure.
• Training and Inference Pipeline: Oversee the development and scaling of the BEAM architecture for fast, robust deployment in new scenarios.
• Data Management: Design and oversee the data labelling strategy, working with local experts to ensure accurate classification of different structure types.
• Quality Assurance: Implement rigorous validation procedures to ensure accurate structure detection and classification across different urban contexts.
• Technical Collaboration:
Work closely with Client's technical team to ensure all developments align with ongoing infrastructure improvements and maintain system integrity.
• Communication: Present and discuss technical outputs with both subject matter experts and general audiences.
• Documentation: Create comprehensive technical documentation, training materials, and user guides for municipal partners.
Required Experience:
• Qualifications: Master's degree or higher in Computer Science, Data Science, Remote Sensing, or a related field, with focus on machine learning applications (or demonstrable equivalent work experience).
• A minimum of 5 years of experience in Data science with at least one project working with Geospatial technologies.
• Deep Learning: At least 3 years of experience applying deep learning to computer vision problems, particularly in remote sensing or geospatial applications.
• Technical Stack: Proficiency in PyTorch or a related DL framework, and experience with geospatial libraries (GDA
📌 Contractual Opportunity For Machine Learning Engineer- GIS (India)
🏢 Trigyn Technologies
📍 India