Chatbots & NLP
Conversational AI on Claude and ChatGPT with designed prompts, built into Django web apps.
Overview
I build AI chatbots that answer in plain language and fit into a real product. Using Claude and ChatGPT with carefully designed prompts, I connect the conversation to your data through a Django backend and REST APIs, for areas such as healthcare enquiries, railway information and recruitment.
What you get
Custom chatbots on Claude or ChatGPT with prompts designed for your use case
Natural-language understanding of user questions through prompt flows
REST API connections so the bot can fetch live information
Text and resume analysis with NLP, including skill extraction
A clean chat interface inside a Django web application
Conversation storage in MySQL when you need it
How we work together
- 1
Use case and tone
We define who the bot talks to, what it must answer and how it should sound.
- 2
Prompt design
Prompts and flows are designed so answers stay context-aware and easy to follow.
- 3
Backend and APIs
Django and REST APIs connect the bot to the information it needs.
- 4
Testing
Conversation checks on typical and unusual questions.
- 5
Deployment
The chatbot goes live and is handed over with its source and setup notes.
Technology stack
Claude (Anthropic)
conversational responses guided by designed prompts
ChatGPT (OpenAI)
natural-language understanding through prompt flows
Natural Language Processing
text and resume analysis
Python
application logic
Django
backend and chat interface
REST APIs
connect the chatbot to live data
MySQL
database
Good fit for
Reference screenshots
Related projects
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