I will audit your ai rag architecture and create an implementation roadmap

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aleksey_enchev
A
aleksey_enchev
Aleksey E.

About this gig

I will review your AI/RAG concept or existing system and deliver a practical architecture audit with a prioritized implementation roadmap.

The review can cover:

model and provider selection

RAG and retrieval strategy

data and vector storage

PostgreSQL / pgvector

API and system integration

local, cloud or hybrid deployment

privacy and data boundaries

reliability risks

cost and complexity trade-offs

You will receive clear recommendations on what to keep, change, defer and implement first based on your actual use case and constraints.

Included:

requirements and initial assessment

high-level technical architecture

data strategy

model/provider recommendations

prioritized implementation roadmap

one 30-minute consultation

Not included:

full application development

production deployment

penetration testing or certification

custom foundation-model training

transfer of proprietary reusable architecture or source code

Implementation work can be quoted separately after the audit.

Get to know Aleksey E.

Aleksey E.

Software Developer Python, APIs, PostgreSQL, AI and RAG

  • FromBulgaria
  • Member sinceSep 2025
  • Avg. response time1 hour
  • Languages

    Bulgarian, English, Russian
I help clients fix, finish and improve software applications and build clearly scoped AI/RAG integrations. I work with Python, JavaScript/TypeScript, APIs, PostgreSQL, databases, debugging and AI systems. I also have hands-on experience building a private cross-platform AI system with RAG, pgvector, model integration, testing, backup/restore and local/cloud deployment.

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