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You will get an AI-powered semantic search with vector DB and LLM reranking

Ahmed S.Status: Offline
Ahmed S.
Preview image

Let a pro handle the details

Buy Machine Learning services from Ahmed, priced and ready to go.
Ahmed S.Status: Offline
Ahmed S.
Preview image

Let a pro handle the details

Buy Machine Learning services from Ahmed, priced and ready to go.

Project details

I'll build a smart search system for your platform that understands what users mean, not just what they type — combining keyword search with semantic (vector) search and AI-powered reranking to surface the most relevant results.

I built this in production: hybrid BM25 + semantic search on Elasticsearch, multi-model reranking (BGE-Reranker, Cohere Multilingual Reranker), and an LLM query layer that interprets complex natural language requests including Arabic.

Result: users find what they're looking for in plain language, even with typos, synonyms, or different phrasings.

What you get:
 • Hybrid search API (keyword + semantic)
 • Elasticsearch index configured for your data
 • Reranking layer for relevance tuning
 • REST API endpoint ready to integrate
 • Docker deployment package
 • Sample queries and test results

What's included $500

These options are included with the project scope.

$500
  • Delivery Time 5 days
  • Number of Revisions 2
Ahmed S.Status: Offline

About Ahmed

Ahmed S.Status: Offline
Software Architect: Microservices, Data AI, LLMs, RAG, Copilots
Abu Dhabi, United Arab Emirates - 8:37 am local time
Software Architect with 15+ years of experience designing and implementing enterprise-scale systems. Expert in AI/ML solutions including LLMs, RAG systems, and multi-agent orchestration. Specialized in microservices, micro-frontends, secure integration platforms bridging air-gapped and cloud environments. Proven leader in establishing development standards, mentoring teams, and delivering innovative solutions for complex, ambiguous requirements. Proficient in full-stack development, data analytics pipelines, and Clean Architecture principles.

Steps for completing your project

After purchasing the project, send requirements so Ahmed can start the project.

Delivery time starts when Ahmed receives requirements from you.

Ahmed works on your project following the steps below.

Revisions may occur after the delivery date.

Discovery, Setup & Search Integration

Review the work, release payment, and leave feedback to Ahmed.