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Lead RAG / Knowledge AI Engineer (Freelance)
Lead RAG / Knowledge AI Engineer (Freelance)
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Lead RAG / Knowledge AI Engineer (Freelance)

Faisal AshrafNomani's profile picture
Posted by Faisal AshrafNomani
6 - 10 yrs
Best in industry
Remote only
Skills
Retrieval Augmented Generation (RAG)

Lead RAG / Knowledge AI Engineer - (Freelance)

Positions: 1

Experience: Ideally 6–10 years, with strong recent production RAG experience.

Mission

Own UC1's permission-aware enterprise knowledge and retrieval architecture.

Mandatory capabilities

  • Python
  • Production RAG
  • Embeddings
  • Vector search
  • Hybrid search
  • BM25/sparse retrieval
  • Semantic search
  • Document chunking
  • Metadata extraction/filtering
  • Query transformation
  • Reranking
  • Context engineering
  • Grounded generation
  • Citation generation
  • Hallucination mitigation
  • RAG evaluation

Strong experience with Milvus, pgvector, Qdrant, Weaviate, Pinecone, Elasticsearch/OpenSearch vector search or equivalent.

Major differentiator

Prior implementation of:

User Identity $B"*(J Source ACL $B"*(J Retrieval Filter $B"*(J Search $B"*(J Reranking $B"*(J Authorized Context $B"*(J LLM

Experience with SharePoint, Microsoft Graph, Microsoft 365, Confluence and Entra ID/Azure AD should receive significant preference.



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Full Stack Developer - Averlon
I had an amazing experience. It was a delight getting interviewed via Cutshort. The entire end to end process was amazing. I would like to mention Reshika, she was just amazing wrt guiding me through the process. Thank you team.
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About Ampera Technologies

Founded :
2024
Type :
Services
Size :
20-100
Stage :
Profitable

About

At Ampera Technologies, we empower businesses with cutting-edge data analytics, quality assurance, and data engineering solutions

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Company social profiles

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Full Stack Developer - Averlon
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