<YOUR NAME HERE> — HTBAA Fall 2026

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About me

Contact info

Homework, Labs, and Projects

See the nav bar on the left to look through my work for How To Biomanufacture Almost Anything (Fall 2026)!

Subsections of <YOUR NAME HERE> — HTBAA Fall 2026

Week 1 HW: Final Project Ideas

What do you want to make?

DNA/RNA strand-displacement switch

What living system could make it?

. E. Coli
. Cell-free transcription

How could automation help you make it?

STEP 1: AI / algorithm
STEP 2: Design thousands of candidate circuits
STEP 3: Automated DNA/RNA manufacturing
STEP 4: Automated assembly
STEP 5: Robotic testing
STEP 6: Sequencing / fluorescence / MS
STEP 7: Performance data
STEP 8: AI Optimization

What would it take to make it at a meaningful scale?

Target: target as 10⁹–10¹² usable molecular gates per production run
Industrial stack to build:

  1. Design
  2. Biological Production
  3. Assembly
  4. Spatial Organization
  5. Computation
  6. Readout
  7. QC
  8. Automation
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Week 2 HW: DNA Design

PART I: DESIGN: DEFINITION OF EXPRESSION TARGET

What molecule are you expressing?

What is the sequence?

What host or chassis?

Where does the product need to go?



PART II: DESIGN: DEFINITION OF GENETIC PARTS

Layer 1: Transcription start

. Part Short Name:
. Sequence:
. Origin:
. Justification:

Layer 2: Translation start

. Part Short Name:
. Sequence:
. Origin:
. Justification:

Layer 3: Coding sequence

. Part Short Name:
. Sequence:
. Origin:
. Justification:

Layer 4: Targeting

. Part Short Name:
. Sequence:
. Origin:
. Justification:

Layer 5: Transcription stop

. Part Short Name:
. Sequence:
. Origin:
. Justification:

Layer 6: Vector context

. Part Short Name:
. Sequence:
. Origin:
. Justification:



PART III: DESIGN: CONSTRUCT ASSEMBLY

Kernel Schematic:

Link to Kernel Assembled Construct:



PART IV: DESIGN: OPTIMIZATION & QUALITY CHECK

Codon Optimization:

. BEFORE:
. AFTER:

Sequence Search:


Safety Screen Report:



PART V: FROM DESIGN TO BUILD

How would you build it?

What are your synthesis constrains?

Prototype vs. scale:

Final Project

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