I will build semantic and visual search for your app

C
classy_design4u
C
classy_design4u
M Hamza Toor

Level 1

build semantic and visual search for your app
Full Screen
build semantic and visual search for your app
Full Screen
Full Screen
build semantic and visual search for your appbuild semantic and visual search for your appbuild semantic and visual search for your app

About this gig

Need better search for your app - by meaning, not just keywords?


I'm an AI Full-Stack Engineer who built exactly this for a production car marketplace: semantic search using LangChain and vector databases, plus visual search by photo using image embeddings.


What I've built:

  • RAG-based semantic search using LangChain and vector databases for a production car marketplace platform
  • AI visual search: image-embedding-based search so users can find results by uploading a photo
  • Search systems integrated into a live product end-to-end


What I can build for you:

  • Semantic search over your existing text or product data
  • Visual/image-based search - find similar items by photo
  • Vector database setup (Pinecone, Chroma, pgvector)
  • Ranking and filtering integrated into your existing app

I write clean, tested code and communicate clearly throughout. Send me details about your data and use case - I may ask a few clarifying questions, then I'll send you a clear scope and timeline.

  • AI engine

    • ChatGPT
    • Claude
    • Gemini
    • Azure OpenAI
    • DeepSeek
    • Meta Llama
    • Hugging Face
    • Ollama

  • Tools & frameworks

    • LangChain
    • LangGraph

  • AI solution type

    • AI agent
    • AI chatbot
    • Rag system
    • AI workflow
    • AI copilot
    • AI assistant
    • Internal AI tool

  • Purpose

    • Customer support
    • Knowledge management
    • Research
    • Workflow automation
    • Document processing
    • Data analysis
    • It support
    • Ecommerce

Get to know M Hamza Toor

M Hamza Toor

AI Engineer building RAG Chatbots, AI Agents and Startup MVPs

4.9(149)

Level 1

  • FromPakistan
  • Member sinceFeb 2019
  • Avg. response time1 hour
  • Last delivery1 month

  • Languages

    Urdu, Punjabi, English
AI Full-Stack Engineer with 4+ years building production backends, APIs, and AI-powered apps using Python, Ruby on Rails, and LangChain. I build RAG chatbots, AI agents, semantic/visual search, and rapid MVPs for founders who need to validate fast. Recently built a RAG-based search engine and visual search for a car marketplace platform, plus an AI CV-screening tool. Full-stack: FastAPI, Rails, React, PostgreSQL, OpenAI/Stripe/PayPal integrations. Message me with what you're building - I'll tell you honestly if it's a fit.

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