Build Time Calculation - Revision history

Marcin: /* Links */

2026-04-06T19:07:27Z

Links

← Older revision		Revision as of 19:07, 6 April 2026
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	*[[Drywall Install Time]]		*[[Drywall Install Time]]
	*[[Build Phase Time Breakdown for SH6+]]		*[[Build Phase Time Breakdown for SH6+]]
			*[[Seed Eco-Home Optimized Build Time]]

Marcin: /* Links */

2026-04-06T19:05:00Z

Links

← Older revision		Revision as of 19:05, 6 April 2026
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	*[[Build Time Automation from Photos]]		*[[Build Time Automation from Photos]]
	*[[Drywall Install Time]]		*[[Drywall Install Time]]
			*[[Build Phase Time Breakdown for SH6+]]

Marcin: /* Links */

2026-04-06T19:04:17Z

Links

← Older revision		Revision as of 19:04, 6 April 2026
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	*[[Build Time]] - deriving 1 hr/sf		*[[Build Time]] - deriving 1 hr/sf
	*[[Build Time Automation from Photos]]		*[[Build Time Automation from Photos]]
			*[[Drywall Install Time]]

Marcin: /* Links */

2026-04-06T19:03:46Z

Links

← Older revision		Revision as of 19:03, 6 April 2026
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	=Links=		=Links=
	*[[Build Time]] - deriving 1 hr/sf		*[[Build Time]] - deriving 1 hr/sf
	*		*[[Build Time Automation from Photos]]

Marcin at 19:02, 6 April 2026

2026-04-06T19:02:58Z

← Older revision		Revision as of 19:02, 6 April 2026
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	Based on that response, OSE can determine whether there is a strong fit and define a potential project scope.		Based on that response, OSE can determine whether there is a strong fit and define a potential project scope.

			=Links=
			*[[Build Time]] - deriving 1 hr/sf
			*

Marcin: Created page with "*https://chatgpt.com/c/69d3faa8-f158-8330-8b2f-2eaaf4a67e34 =Data Analysis Task - Predictive Build Time Model - Internship Context and Proposed Contribution = For context, OSE is not a conventional internship environment. OSE operates as a build-and-produce learning system. Participants contribute to real projects, such as housing production, open hardware development, and documentation, while learning in a hands-on setting. Given your background in data science and st..."

2026-04-06T19:02:01Z

Created page with "*https://chatgpt.com/c/69d3faa8-f158-8330-8b2f-2eaaf4a67e34 =Data Analysis Task - Predictive Build Time Model - Internship Context and Proposed Contribution = For context, OSE is not a conventional internship environment. OSE operates as a build-and-produce learning system. Participants contribute to real projects, such as housing production, open hardware development, and documentation, while learning in a hands-on setting. Given your background in data science and st..."

New page

*https://chatgpt.com/c/69d3faa8-f158-8330-8b2f-2eaaf4a67e34
=Data Analysis Task - Predictive Build Time Model - Internship Context and Proposed Contribution =

For context, OSE is not a conventional internship environment. OSE operates as a build-and-produce learning system. Participants contribute to real projects, such as housing production, open hardware development, and documentation, while learning in a hands-on setting.

Given your background in data science and statistics, one relevant area of contribution would be developing a build-time prediction model for construction.

This would involve:

* Estimating construction time based on design inputs, such as part count, connections, component size or weight, and module complexity
* Breaking build time into granular operations, such as cuts, fasteners, placements, and related tasks
* Comparing predicted versus actual build times and refining the model

A target would be to reach approximately ±25% accuracy at the module level.

= Next Step =

Please outline how you would approach this problem over an 8–12 week period. Specifically:

* What variables you would track
* How you would structure an initial model
* How you would test and improve it

OSE is not looking for a complete solution at this stage, only a clear and practical starting approach.

Based on that response, OSE can determine whether there is a strong fit and define a potential project scope.