I will develop ai agent with mermory using langchain, langgraph

T
thepunghu_huyto
T
thepunghu_huyto
Huy To
develop ai agent with mermory using langchain, langgraph
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develop ai agent with mermory using langchain, langgraph

About this gig

I will develop advanced LLM-based or agentic application for businesses & individuals.

Examples:

a) Agentic RAG Chatbot (Internal Knowledge/Documents-Aware)

b) Workflow Automation Agent with Human-in-Loop

c) Customer Management & Booking Agent

d) Content generation pipelines for social medias (blog posts or Memes..)

e) TTS model integration for customized meditation audio generation


I am expert in Langchain + Langgraph + Vector Databases (Chroma/Pinecone) + N8N automation pipelines + Serverless Deployment & AWS stack integration

I have experience in finetuning models using Huggingface PEFT, Unsloth packages

5 years of experience in AI development.


Detailed Offerings:

  • LLM Model Finetuning on Proprietary Data (Texts)
  • Advanced Agentic RAG or Intelligent Agentic Chatbot Application
  • Proprietary Models (OpenAI, Claude...), Open Source (HuggingFace) or vLLM or Ollama Integrations for private models
  • Deployment onto cloud AWS/GCP or via Serverless or Docker
  • Prompt Engineering + Quality Dataset Curation for AI Training
  • Chat Agent Integration into websites' UI/UX using CopilotKit
  • TTS models integration into automation pipeline
  • N8N automation for content generations

  • AI engine

    • ChatGPT
    • Claude
    • DeepSeek
    • Meta Llama
    • Hugging Face
    • Ollama
    • OpenRouter
    • Together AI

  • Tools & frameworks

    • LangChain
    • LangGraph
    • LlamaIndex
    • OpenAI Agents SDK
    • Google ADK
    • n8n

  • AI solution type

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

  • Purpose

    • Customer support
    • Sales assistance
    • Lead generation
    • Marketing
    • Content creation
    • Knowledge management
    • Workflow automation
    • Customer service

Get to know Huy To

Huy To

AI Engineer, 5 Years Experience

  • FromVietnam
  • Member sinceFeb 2025

  • Languages

    English, Vietnamese
I am founder of ThePungHu consulting agency, which specializes in developing LLM-based NLP application for businesses. I have 5 years of experience in AI development working in Singapore www.linkedin.com/in/huytoryan Tech Stack: LangChain LangGraph Gradio, Streamlit CopilotKit for UI/UX Vector Databases Huggingface Transformer Huggingface PEFT OpenAI or vLLM or Ollama Integration Python, Pytorch, Javascript

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