the notebook
Things I wrote
Notes from whatever I'm currently confused about. Mostly web development and machine learning, written the way I'd explain it to myself six months ago.
Our AI lab project a Chrome extension that scores every post you scroll past with a fine-tuned XLM-RoBERTa model. Soft scraping, code-mixed Bengali, and a class imbalance that almost fooled us.
· 10 min #nlp#transformers#chrome-extension#fastapi
How I built a push-to-deploy pipeline for a Nuxt.js app with GitHub Actions, S3, CodeDeploy and EC2 and the two errors that cost me the most time.
· 4 min #nuxt#aws#ci-cd#devops