Quinton Akle

Vibe Coder • Molecular Agronomy Expert

Blending intuitive code flows with plant-powered biotech to grow better futures.

About

Hello! I'm Quinton — part vibe coder, part molecular agronomist. I ride the AI prompt wave to build things fast and feel-good, while geeking out on turning plants into high-tech biofactories. Whether it's spinning up prototypes in minutes or engineering crops that produce valuable proteins sustainably, I'm all about that intersection of chill creativity and serious science.

Expertise

Selected Projects

Plant Protein Factory Dashboard

Vibe-coded a real-time monitoring web app for molecular farming experiments. Tracks gene expression levels, protein yields, and environmental variables in plant bio-reactors. Built in a weekend using AI prompts → React + Node + funky visualizations. Reduced data wrangling time by ~80% for the lab team.

Crop Trait Simulator

Interactive simulation tool for predicting agronomic outcomes from molecular edits (e.g., CRISPR-inspired tweaks for drought resistance or protein over-expression). Started as pure vibes in Python/Jupyter, evolved into a shareable Streamlit app. Helped brainstorm next-gen crop designs without running full field trials.

BioFactory Prompt Library

A personal (now public-ish) collection of optimized prompts for generating biotech-aware code — from sequence analysis scripts to plant growth models. Turned chaotic ideas into clean, runnable pipelines. The ultimate vibe-coding cheat sheet for molecular agronomy nerds.

Molecular Agronomy Knowledge Bot

Quick-and-dirty RAG chatbot that answers questions on plant molecular farming, gene insertion techniques, and sustainable protein production. Fed it papers and protocols → instant domain expert in my terminal. Great for late-night "what if" sessions.

Let's Connect

Currently open to collaborations at the crossroads of code, plants, and vibes. If you're into sustainable biotech, rapid prototyping, or just want to geek out over the next big thing in ag + AI, say hello.

Quinton Akle • Growing code & crops • 2026