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Machine Learning Engineer

Ahmedabad
Full-Time
Junior: 1 to 3 years
1.8L - 6L (Per Year)
Posted on Jul 28 2023

About the Job

Skills

Remote Sensing
Agriculture
3D reconstruction
image segmentation
object detection
Machine Learning
Artificial Intelligence (AI)

Responsibilities:

  • Designing and Development of an automated Crop Model, based on crop calendar and signature bank from optical, microwave, and hyperspectral satellite images and field data.  
  • Responsible for forecasting harvest date and amount along with signature identification and crop estimation through automated crop model.  
  • Development of automated Disease/pesticide Model.  
  • Model compatibility with Web-based GIS. 
  • Responsible for designing and developing a Web-based GIS portal for supporting search engine, query generation, and output generation from Remote Sensing – Crop Model 
  • Creating and managing RASTER & VECTOR data layer in the database i.e., weather data, soil moisture, growth data, soil temperature, for better forecasting and decision-making for potential yield, and disease management. 
  • Creating and managing web GIS applications system. 
  • Designed, develop, and optimize computer vision algorithms for various models and applications, such as object detection, image segmentation, facial recognition, tracking, and 3D reconstruction, Remote sensing, Agriculture field. 
  • Implement computer vision models and techniques using popular libraries and frameworks, such as OpenCV, TensorFlow, PyTorch, or other deep learning platforms. 
  • Conduct experiments, evaluate model performance, and fine-tune algorithms to achieve desired accuracy and efficiency. 
  • Optimize computer vision pipelines for real-time performance and deploy models to production environments. 

Skill: 

  • Good communication and coordination skills are required.  
  • Target-oriented working methodology.  
  • Proficiency in Python, Matlab, other programming languages, and AI-ML. 
  • Geo-server, Open layer, PostgreSQL, post-gis, Open-source GIS & RS Software. 
  • JAVA Script, Advance JAVA, JASON, Python, PHP, etc. 


  • Educational Qualification:

MSc. Or M.Tech, B.Sc. or B.Tech in remote sensing/Geoinformatics/ Agriculture IT, IT. 

About the company

HOPS a Health Care Vertical of SLK Group, Is Addressing Health Care Scenarios utilizing technology for Affordable and Quality Health Care with their Products in Digitizing Patient Records , Telemedicine , Medical Infrastructure and Services.

Industry

Wellness and Fitness Serv...

Company Size

51-200 Employees

Headquarter

Ahmedabad

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