bushra.muham@gmail.com818-693-0961
Coursework

AI for Architects

I completed AI for Architects, a live online course with ELVTR taught by Jacob Russo of Skidmore, Owings & Merrill. Over seven weeks the program explored how artificial intelligence is reshaping architectural practice — from concept visualization and parametric design to BIM, sustainability, and the ethics of AI in the field. My completed coursework is published below.

13Live Classes
7Weeks
7Assignments
7Demos
3Guest Speakers
What it covered

Areas of Focus

The core themes running through the course, each explored through hands-on project work.

01

AI Visualization

Text-to-image and image-to-image workflows for concept development, renderings, and presentation boards.

02

Parametric & Generative

Computational and parametric design with AI, and the line between generative design and generative AI.

03

AI-Enhanced BIM

Automating BIM processes and enhancing models for accuracy, collaboration, and efficiency.

04

Analysis & Ethics

AI-driven design review, sustainable analysis, plus the ethics, bias, and regulation of AI in practice.

Coursework

Assignments & Projects

My completed work from the course — visualization workflows, parametric studies, custom AI assistants, and a full custom AI tool.

Syllabus

Course Program

Thirteen live classes across seven weeks, with demos, guest speakers, and hands-on assignments.

00

Welcome Class

  • Instructor introduction
  • Course & assignments overview
01

AI in Architecture & AI Fundamentals

  • Benefits, limitations & implications of AI in architecture
  • Key AI concepts, terminology & selecting the right tools
  • Case studies: AEC startups · Delve (Google) evolution
02

Visualizing Architecture, Part 1 — Text, Image & Integrated Tools

  • Text-to-image models for concept development
  • AI-enhanced presentations & design narratives
03

Parametric / Computational Design with AI

  • Parametric & computational design concepts
  • Using AI to solve parametric problems
04

Visualizing Architecture, Part 2

  • Evaluating designs against performance metrics
  • Design-review automation & AI feedback loops
05

AI-Enhanced BIM + Guest Speaker

  • AI applications in BIM & automating BIM processes
  • Collaboration with AI-driven BIM tools
06

AI for Design Analysis & Critique + Everyday Workflows

  • Evaluating designs against multiple criteria
  • Design-review automation with LLMs
07

AI-Enhanced BIM, Part 2

  • Design accuracy & efficiency with AI
  • Hands-on with Raven
08

Sustainable Design with AI + Guest Speaker

  • Role of AI in sustainable design
  • Environmental analysis & optimization
09

Ethical Considerations & Regulations + Showcase

  • Ethics, identifying & mitigating bias
  • Adherence with codes & regulations
10

Generative Design + Guest Speaker

  • Generative design vs. AI vs. generative AI
  • Generative design principles
11

Construction Tech with AI + Guest Speaker

  • Smart building & construction tech concepts
  • AI & IoT-enabled asset management
12

Custom AI Tool Development for Architects

  • Creating custom tools with AI-powered IDEs
  • Developing a custom AI tool prototype
13

The Future of Design & Career Guidance

  • Emerging technologies & staying current
  • Career guidance, résumé & portfolio

Want to see more?

Explore the coursework above, browse my built architectural work, or get in touch.