bushra.muham@gmail.com818-693-0961
Currently Studying · Apr – Jun 2026

AI for Architects

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

13Live Classes
7Weeks
8Assignments
7Demos
3Guest Speakers
1Final Project
What it covers

Areas of Focus

The core themes running through the course. My own project work for each will be published here as it’s completed.

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.

Syllabus

Course Program

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

00

Welcome Class

Apr 27
  • Instructor introduction
  • Course & assignments overview
01

AI in Architecture & AI Fundamentals

Apr 28
  • Benefits, limitations & implications of AI in architecture
  • Key AI concepts, terminology & selecting the right tools
  • Case studies: AEC startups · Delve (Google) evolution
Assignment #1 — AI Tool Matrix
02

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

Apr 30
  • Text-to-image models for concept development
  • AI-enhanced presentations & design narratives
Demo #1 — Multimodal AI in client presentations
03

Parametric / Computational Design with AI

May 5
  • Parametric & computational design concepts
  • Using AI to solve parametric problems
Assignment #3 — Parametric Design
04

Visualizing Architecture, Part 2

May 7
  • Evaluating designs against performance metrics
  • Design-review automation & AI feedback loops
Assignment #4 — AI Image-to-Image Visualization
05

AI-Enhanced BIM + Guest Speaker

May 12
  • AI applications in BIM & automating BIM processes
  • Collaboration with AI-driven BIM tools
Demo #4 — AI in real-world BIM projects
06

AI for Design Analysis & Critique + Everyday Workflows

May 14
  • Evaluating designs against multiple criteria
  • Design-review automation with LLMs
Assignment #5 — AI-Powered Design Review Protocol
07

AI-Enhanced BIM, Part 2

May 19
  • Design accuracy & efficiency with AI
  • Demo #6 — Raven
Assignment #6 — AI-Driven BIM Enhancement
08

Sustainable Design with AI + Guest Speaker

May 21
  • Role of AI in sustainable design
  • Environmental analysis & optimization
Demo #7 — Analyzing environmental impacts
09

Ethical Considerations & Regulations + Showcase

May 26
  • Ethics, identifying & mitigating bias
  • Adherence with codes & regulations
Case Study #3 — Ethical implications of AI
10

Generative Design + Guest Speaker

May 28
  • Generative design vs. AI vs. generative AI
  • Generative design principles
Guest Speaker — Higharc
11

Construction Tech with AI + Guest Speaker

Jun 2
  • Smart building & construction tech concepts
  • AI & IoT-enabled asset management
Guest Speaker — Optimizing building performance
12

Custom AI Tool Development for Architects

Jun 4
  • Creating custom tools with AI-powered IDEs
  • Demo #8 — Developing a custom AI tool prototype
Assignment #7 — Custom AI Assistant
13

The Future of Design & Career Guidance

Jun 9
  • Emerging technologies & staying current
  • Career guidance, résumé & portfolio
Assignment #8 — AI Professional Development Plan
Coursework

Assignments & Projects

The assignment briefs below build toward the course certificate. My completed work for each is on the way.

Coming soon — I’ll publish my submissions and final project for each assignment here.

0110 pts

AI Tool Matrix

Coming soon
0215 pts

AI Text-to-Image Visualization

Coming soon
0315 pts

Parametric Design

Coming soon
0415 pts

AI Image-to-Image Visualization

Coming soon
0510 pts

AI-Powered Design Review Protocol

Coming soon
0620 pts

AI-Driven BIM Enhancement

Coming soon
0710 pts · optional

Custom AI Assistant

Coming soon
0815 pts

AI Professional Development Plan

Coming soon
095 pts · optional

Extra Credit Assignment

Coming soon

Want to follow along?

I’ll be sharing the results of this coursework as it’s completed. In the meantime, explore my built work or get in touch.