RAG developer
Document ingestion, hybrid search, citations and evaluation for knowledge assistants and enterprise search.
- Pinecone
- Elasticsearch
- Qdrant
- LlamaIndex
- Rerankers
Hire AI developers
Add dedicated AI engineering capacity on a monthly retainer. Every engagement is led by our founder, a Top Rated AI engineer with 27 client engagements, and scales with vetted specialists when your roadmap needs more hands.
Roles we cover
Document ingestion, hybrid search, citations and evaluation for knowledge assistants and enterprise search.
Tool-using agents and multi-agent systems with memory, approvals and guardrails.
Model selection, prompt engineering, structured outputs, caching and fine-tuning assessment.
The product around the model: APIs, front ends, billing, authentication and deployment.
Predictive models, forecasting, NLP and computer vision with proper validation and monitoring.
AI-powered workflows connecting your CRM, inbox, billing and messaging systems.
Compare
| Criteria | Retrieva Labs | Freelance marketplace | In-house hire |
|---|---|---|---|
| Senior AI expertise from day one | Varies | After a long search | |
| Architecture led by a proven AI founder | Depends on the hire | ||
| Evaluations, documentation and handover included | Rarely | If you build the process | |
| Scale capacity up or down monthly | Partly | ||
| No recruiting, benefits or long notice periods | |||
| One accountable partner for the outcome |
Proof of long-term partnership: an ongoing data science program since 2024, a 15-month Amazon Bedrock engagement and a legal-tech client who hired us three times in a row.
Hiring FAQ
Can't find your answer? Ask us on a free strategy call or send a short brief.
We start with a free call to understand your roadmap and stack, agree a monthly scope and capacity, and begin with a short onboarding. You get weekly planning, demos and direct access to the engineers doing the work, led by our founder.
Both are possible. Engineers can work inside your team and tools, or we can own a defined part of your AI roadmap end to end with clear deliverables.
We are based in Pakistan (UTC+5), with daily overlap with UK, European and Gulf business hours and morning overlap with US Eastern time.
You do. Everything we build is delivered to your repositories, and we sign an NDA before you share confidential details.
Yes. Many clients begin with a discovery sprint or an AI audit, then move to a monthly retainer once the roadmap is clear.
Taking on new projects
Have an AI project in mind? Let’s make it real.
Book a free 30-minute strategy call with our founder. You’ll leave with a clear view of the right architecture, timeline and next step, whether or not we work together.