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Fiverr Pro
English
$
USD
I will analyze your ai for drift, stability, and variance
Ronald R
About this gig
AI systems drift. Outputs shift. Small changes in prompts can create inconsistent or unstable behavior.
I offer a private, offline drift and stability audit that evaluates how consistent your AI system is across repeated runs, variations, and controlled noise.
No model access required I work only with your inputs and outputs.
What I test:
Drift across repeated runs
Stability under small prompt changes
Output variance and unpredictability
Boundary/refusal consistency
Semantic coherence over time
Convergence vs. divergence patterns
What you receive:
Drift curves
Stability/variance charts
CSV logs of all runs
Short, clear findings summary
This service is ideal for anyone building, researching, or deploying AI systems who wants a clear picture of how their model behaves over time safely, ethically, and with full privacy.
If you want deeper testing, multi-prompt analysis, or extended run sets, check the available extras.
Get to know Ronald R
Ronald R
Custom Python Systems, Local Tools, Privacy First Development
- FromUnited States
- Member sinceMay 2025
- Avg. response time16 hours
Languages
English, Korean
I build custom local-first software systems using Python and React, tailored to client workflows and practical internal needs.
My work includes private tools, dashboards, structured automation, document-based systems, and offline utilities designed for clarity, maintainability, and control.
One example is FARMSLite, a fully offline privacy-first journaling app built around local data ownership and simple, dependable architecture.
I focus on clean builds, transparent logic, reproducible testing, and systems that remain understandable after delivery.
My Portfolio
FAQ
Do you need access to my model or API?
No. I only need your prompts or input examples. All testing is done safely through the interface you choose.
Is my data private?
Yes. All tests are done offline on my device. No data is stored, shared, or uploaded anywhere
What kinds of AI systems can you test?
I can test any LLM, chatbot, agent, or generative AI system as long as you can provide inputs or run outputs.
Will you improve or fine-tune my model?
No. This service focuses on evaluation only — drift, stability, and consistency testing. No model tuning or development.
Can you test multiple prompts?
Yes — choose the extras or higher packages for multi-prompt or multi-scenario testing.
What will I receive?
Drift curves, stability charts, variance logs, and a clear summary of findings.
