I will evaluate your llm, rag chatbot, or ai agent for accuracy and performance

M
mramzan5982
M
mramzan5982
Muhammad R

About this gig

You've built your LLM, RAG chatbot, or AI agentbut how do you know it's ready for production?


I provide an independent evaluation of your AI system using industry-standard benchmarks and structured testing to measure accuracy, reasoning, hallucinations, and overall performance. Whether you're validating a prototype, comparing model versions, or preparing for deployment, you'll receive clear, data-driven insights instead of guesswork.


What I can evaluate

  • LLMs & Fine-tuned Models
  • RAG Chatbots
  • AI Agents
  • OpenAI, Claude, Gemini, Llama, DeepSeek & API-compatible models


What you'll receive

  • Benchmark evaluation (MMLU, GSM8K, TruthfulQA, HellaSwag, Winogrande & more)
  • Accuracy & reasoning analysis
  • Hallucination assessment
  • Model comparison (Standard & Premium)
  • Failure analysis with categorized issues
  • Performance charts & visualizations
  • Executive summary and professional evaluation report (PDF + CSV)
  • Actionable recommendations for improvement


Whether you're validating a prototype, preparing for deployment, or comparing model versions, you'll receive objective insights into your AI system's performance and clear recommendations for improvement.


Let's discuss your evaluation goals!

Get to know Muhammad R

Muhammad R

AI and ML, Trust and Safety AI

  • FromPakistan
  • Member sinceJun 2026
  • Avg. response time1 hour
  • Languages

    Urdu, English
I am a dedicated Machine Learning Engineer and Research Assistant with extensive experience in applying AI across medical imaging, computer vision, NLP, and Trust & Safety. I specialize in developing innovative deep learning models and robust AI solutions for healthcare, security, and smart infrastructure. My professional experience also includes Accenture, where I worked on Trust & Safety AI, supporting data annotation, content moderation, and AI training data quality.

Related tags