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I will test your ai chatbot for hallucinations, accuracy and edge cases
AI ML Developer: NLP Generative AI RAG and Automation Expert
Hello! I'm Parth Sengar, an AI/ML developer specializing in data science, deep learning, NLP, and generative AI. I build intelligent systems from AI chatbots and RAG-based assistants to AI agents and ...
About this Gig
Is your AI chatbot giving incorrect answers, hallucinating information, losing context, or failing with unexpected questions?
I will professionally test your AI chatbot, LLM application, RAG assistant, or AI agent to identify accuracy issues, hallucinations, edge cases, and conversation problems before your users find them.
What I test:
Accuracy & relevance
Hallucinations & unsupported claims
Edge cases & unexpected inputs
Multi-turn conversations & context
Prompt/instruction following
Response consistency
Out-of-scope & ambiguous questions
RAG/knowledge-base grounding
What you receive:
Structured AI QA report
Test cases & prompts
Expected vs. actual responses
️ Severity of issues
Screenshots of key findings
Practical improvement recommendations
Suitable for: AI chatbots, RAG applications, AI agents, AI SaaS products, website assistants, and LLM applications.
Give me access to your AI system and relevant documentation, and Ill systematically test it for real-world failures.
Testing application:
Software
Development technology:
JavaScript
•
Python
Device:
PC
•
Mac
•
iPhone
•
Android mobile phone
My Portfolio
FAQ
Do you need access to my chatbot?
Yes. I need access to the chatbot or test environment to perform the testing.
Can you test RAG chatbots?
Yes. I can test knowledge-grounded responses, hallucinations, context handling, retrieval-related issues and answer consistency when the necessary information is available.
Do you fix the problems?
The standard service provides testing, analysis and recommendations. Source-code fixes or implementation can be offered separately depending on the project.
Can you test an AI agent?
Yes, provided you can give me access to the agent or its test environment. Agent-specific testing can include instruction following, conversation flow and expected behavior of supported actions.
Will I receive a report?
Yes. Depending on the package, you'll receive a structured report containing test scenarios, findings, severity and recommendations.
Do you perform penetration testing?
This gig focuses primarily on AI quality and reliability testing. Full cybersecurity penetration testing is outside the scope of this service.
