endorsedOngoing

Web App & AI Algorithms for Land and Roof Verification

Services Covered:

Custom Software Development • Website Development • AI and Machine Learning • Cloud Consulting and Services

Industry

Energy & Natural Resources

Duration

65 months

Budget

200K - 999K

Start Date

1 March 2021

Team Size

6-10 Employees

Engagement Model

Onshore

Project Capability Score (PCS)

73/100

Good

Project Capability Score (PCS) estimates how capable devopsbay is of successfully delivering a project like this, based on its past experience, track record, and ability to handle similar work. Learn more about PCS

Client

Sunmetric

Poland

Project Summary

Devopsbay was hired to develop AI algorithms for satellite image analysis and build a browser-based application that combines neural-network outputs with public data into client reports. The engagement includes R&D on AI models, data integration, and server infrastructure setup; the project is still in development and the client reports being generally satisfied with progress.

Key Challenges

Develop AI algorithms to analyze satellite imagery and geological maps
Build a browser-based application that integrates neural-network outputs with public data to produce actionable reports for clients

Project Deliverables

Research and development of AI models to recognize objects in satellite imagery and geological maps
Browser-based application for downloading public data and integrating neural-network outputs
Server infrastructure setup and secure publishing of the application
Creation of an internal unit for training AI models

Project Solution

Devopsbay conducted R&D to build AI models that detect objects in satellite images and geological maps, implemented a browser-based application that downloads public data and merges it with neural-network outputs to produce client reports, set up server infrastructure, and securely published the application. They also created an internal unit for training AI models and staffed the engagement with a seven-person team including backend (Python) and frontend developers, QA, DevOps, and a project manager.

Project Outcome

Client is generally satisfied though the project is not yet finished or released
Project management and work organization are at a high level using SCRUM elements
Work is organized and tracked using tools such as Jira and GitHub

Platforms

Tech Stack

Python

Client Endorsement

Overall Review Rating

4.88

Timeliness

Cost Rating

Willing to Refer

Quality of Deliverables

“The project has yet to be released, but the client is satisfied with the service of Devopsbay. They have been working on the research and development of creating AI models, as well as managing the integration of public data and data obtained from the neural network.”
Mateusz Zapart
Business Development Director
Date: 03/03/2022