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EndorsedendorsedOngoing

AI-based NLP Search Engine Development

Services Covered:

Custom Software Development • AI and Machine Learning • DevOps • Cloud Consulting and Services
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Industry
Industry

Software Development

Duration
Duration

79 months

Budget
Budget

200K - 999K

Client Size
Start Date

1 January 2020

Team Size
Team Size

1-5 Employees

Engagement Model
Engagement Model

Nearshore

Project Capability Score (PCS)

gauge meter
80/100
Strong

Project Capability Score (PCS) estimates how capable GroupBWT 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

Confidential

mapMunich, Germany

Project Summary

GroupBWT is assisting with development of an AI-based NLP search engine, providing development, DevOps, and consulting support using Python and machine learning technologies. The five-person engagement includes two full-stack developers (who also handle DevOps), two frontend developers, and a project manager. The client reports timely delivery, fast bug fixes, and strong communication.

Key Challenges

  • Difficulty finding local engineers with required full-stack Python and machine learning expertise
  • Need to staff and deliver an AI-based NLP search engine with front- and backend, DevOps, and database implementation

Project Deliverables

  • Frontend and backend for alpha version of the NLP search engine
  • DevOps setup and cloud infrastructure implementation
  • Database design and implementation for the cloud
  • Introduction and integration of open-source tools and Python packages with ongoing consulting

Project Solution

GroupBWT provides development work guided by the client's task list, including frontend and backend implementation for the alpha version, DevOps tasks, and cloud infrastructure and database implementation. They consult on software improvements, introduced open-source tools and Python packages, and supplied a tech lead for code reviews and architectural guidance. The vendor also managed agile workflows (sprints, Jira) and coordinated daily standups.

Project Outcome

  • Most work has been delivered on time or early
  • Bugs are typically resolved within one day, improving turnaround
  • High-quality engineering and effective project management with daily standups and sprint processes

Platforms

  • CloudCloud

Tech Stack

  • PythonPython
  • JiraJira

Client Endorsement

Overall Review Rating

5star

Timeliness

Cost Rating

Willing to Refer

Quality of Deliverables

“GroupBWT delivered their work on time or early and remained organized and on task despite external obstacles. They fix bugs quickly and communicate seamlessly with the client despite work remotely.”

Anonymous

CTO

Note: This endorsement is based on publicly available client feedback from external review sources.