04.04.2024
GenAI Developer
Azure, Cognitive search
Our customer is about to bring recently completed GenAI PoCs into production, and needs help with this.
Start
ASAP
Duration
3mo+
Location
Remote, remote
Our client company, focusing on building housing-technology and infrastructure, has been working on GenAI PoCs since the beginning of the year to streamline its business operations. Now that the first ones are completed, the aim is to develop production version of these solutions.
GenAI Use Case #1:
- Document search: The PoC phase for this is complete, and now the requirements for the production version are being defined, which will be completed by mid-April.
- A large language model has been enriched with an RAG pipeline fed with the company's documentation. This enables the client's engineers to effortlessly search for information from these documents.
- Technologies used include Azure, Python, OpenAI, Azure Cognitive Search, and React.
- The production version is intended to include features such as user management and authentication, as well as document updating.
GenAI Use Case #2:
- Google Vision anomaly detection: This PoC is still ongoing, and it's likely to be ready for production development by summer.
- It's an assistant tool for the client's staff to identify anomalies in plans/drawings.
- The production version is intended to include features such as user management, authentication, moving the solution to Azure, and building a user interface (React). Special attention is also given to security aspects.
The candidate should possess the required technical skills, especially for use case #1, as well as previous client project experience in bringing GenAI use cases to production. Remote work is acceptable, and proficiency in English is sufficient.
