Job Description

About Map My Crop

Map My Crop is an agri-tech company with the vision of boosting bridging the technology gap between farmer & technology and delivering future-ready farming solutions for the entire agriculture lifecycle. We deliver decision-making tools that bring consistency, dependability and sustainability to agri-businesses. With capabilities of live reporting, analysis, interpretation and insight that span across geographies, we\'re digitizing every farm, while data-managing the entire ecosystem. Our AI-based tools provide crop health monitoring services. Our AI model has automated farm boundary and crop type detection along with yield forecasting for any region in the world.

Activity on Internshala

Hiring since August 2022

9 opportunities posted

About the internship

Selected intern\'s day-to-day responsibilities include:

1. Implement ML/DL techniques to develop GIS applications
2. Development of prototypes and deployment on GIS applications
3. Analyze end-user issues and provide solutions
4. Create models and deploy them on the intended platforms
5. Process, clean, and verify the integrity of satellite data used for image analysis
6. Explore and visualize satellite data to gain an understanding
7. Deploy the created models to cloud platforms
8. Optimize the DL architecture to meet the target requirement

Requirements:

1. Master\'s degree
2. Experience in deep learning projects
3. Internship experience
4. Deep knowledge of math and statistics used in deep learning
5. Proficient in Python and R Programming
6. Core libraries (Pandas, Numpy, TensorFlow, Torch, OpenCV, etc.)
7. GIS libraries (ArcPy, Geopandas, GDal, Folium, GeeMap)
8. Ability to work with satellite datasets
9. Understanding of DL Architectures (CNN, GAN, DNN, U-Net, Mask-RCNN)
10. Understanding of data structures, data pipelines, and data modeling
11. Understanding of IDEs such as Jupyter, PyCharm, Colab Pro
12. Understanding of GitHub and Heroku

Skill(s) required

Deep Learning Python

Earn certifications in these skills

Who can apply

Only those candidates can apply who:

1. are available for full time (in-office) internship

2. can start the internship between 29th Dec\'22 and 2nd Feb\'23

3. are available for duration of 6 months

4. have relevant skills and interests

Number of openings

4

Internshala