You will get AI-Powered Process Map & DOE Analysis for Engineering Teams
Project details
Caldera helps engineers extract actionable insights from limited experimental data.
Designed for materials R&D, battery development, and manufacturing process optimization, Caldera transforms experimental datasets into interpretable process maps, sensitivity analyses, and optimization recommendations.
Unlike generic machine learning tools, Caldera combines data-driven modeling with engineering constraints to identify robust operating windows, understand variable interactions, and guide next-step experiments.
Deliverables may include process maps, sensitivity analysis, uncertainty assessment, and DOE recommendations depending on the selected package.
Designed for materials R&D, battery development, and manufacturing process optimization, Caldera transforms experimental datasets into interpretable process maps, sensitivity analyses, and optimization recommendations.
Unlike generic machine learning tools, Caldera combines data-driven modeling with engineering constraints to identify robust operating windows, understand variable interactions, and guide next-step experiments.
Deliverables may include process maps, sensitivity analysis, uncertainty assessment, and DOE recommendations depending on the selected package.
What's included
| Service Tiers |
Starter
$149
|
Standard
$399
|
Advanced
$799
|
|---|---|---|---|
| Delivery Time | 2 days | 2 days | 3 days |
Number of Revisions | 0 | 1 | 1 |
Number of Model Variations | 1 | 1 | 1 |
Number of Scenarios | 1 | 2 | 3 |
Number of Graphs/Charts | 3 | 6 | 9 |
Model Validation/Testing | - | - | - |
Model Documentation | - | - | - |
Data Source Connectivity | - | - | - |
Source Code | - | - | - |
About Wanping
PhD Materials Scientist | AI/ML-driven Technical Consultant
Mountain View, United States - 7:22 am local time
I help clients design experiments, analyze data, optimize materials and processes, and produce clear, accurate technical documentation. My work blends scientific depth with engineering practicality, ensuring every deliverable is actionable and high quality.
This Upwork profile operates under Boconix Tech LLC, a registered California technical consulting company. I provide structured deliverables, clear communication, and business-grade professionalism.
Core competencies:
• Materials design, synthesis & characterization
• Battery materials & electrochemistry
•Semiconductor process engineering & advanced packaging
• DOE (JMP/Python), experiment design, data modeling
• Process optimization, R&D engineering
• Technical writing & bilingual documentation (English ↔ Chinese)
I help clients:
• Troubleshoot complex technical challenges
• Build repeatable, scalable experimental workflows
• Improve product performance through data-driven decisions
• Translate scientific concepts into real engineering results
If you need reliable and effective technical support in materials, process, or R&D engineering, I’m ready to help.
Steps for completing your project
After purchasing the project, send requirements so Wanping can start the project.
Delivery time starts when Wanping receives requirements from you.
Wanping works on your project following the steps below.
Revisions may occur after the delivery date.
Upload Experimental Data
Provide your CSV or Excel dataset along with a brief description of your process and objectives.