Hi there š, Iām Dylan, the founder of Iwana Labs.
Iāve been working in AI for the past 8 years and I like working on open-source projects. Iāve delivered projects for large-scale corporations, government agencies, and startups.
If youād like to get notified when I publish new posts, you can subscribe to my newsletter.
Posts
These are longer posts covering mostly technical topics and a few personal posts such as yearly reviews.
Date
|
Title
|
Reading Time
|
Nov 9, 2024
|
Structured outputs: donāt put the cart before the horse
|
5 min
|
Sep 21, 2024
|
Deploying a FastAPI app with Kamal, AWS ECR, and Github Actions
|
13 min
|
Sep 15, 2024
|
Deploying a Django app with Kamal, AWS ECR, and Github Actions
|
15 min
|
Sep 8, 2024
|
Classifying images with Gemini Flash 1.5
|
7 min
|
Aug 11, 2024
|
Create a Kamal-ready VPS on Hetzner using Terraform
|
3 min
|
Jan 5, 2024
|
2023: Personal Snapshot
|
9 min
|
Jun 9, 2023
|
Clustering Documents with OpenAI embeddings, HDBSCAN and UMAP
|
6 min
|
May 12, 2023
|
Create a Code Interpreter Chatbot with Pyodide, LangChain, and OpenAI
|
12 min
|
Apr 27, 2023
|
Semantic Search with Elasticsearch, OpenAI, and LangChain
|
10 min
|
Apr 11, 2023
|
Semantic Search with OpenSearch, Cohere, and FastAPI
|
12 min
|
Mar 3, 2023
|
Build an AI Search Engine Using FastAPI, Qdrant, and ChatGPT
|
17 min
|
Feb 17, 2023
|
Tips for Standing Out on LinkedIn
|
10 min
|
Feb 3, 2023
|
How to Securely Deploy a FastAPI app with NGINX and Gunicorn
|
14 min
|
Jan 20, 2023
|
My Experience at Entrepreneur First
|
11 min
|
Sep 21, 2022
|
PyScript 101
|
7 min
|
Aug 31, 2022
|
How to Use OpenSearch in Python
|
10 min
|
Aug 23, 2022
|
Text Classification Using Python and Scikit-learn
|
9 min
|
Aug 12, 2022
|
How to Use Elasticsearch in Python
|
10 min
|
Jun 17, 2022
|
Entrepreneurship as a Risk Management Strategy
|
7 min
|
Jan 31, 2022
|
2021: Personal Snapshot
|
8 min
|
Oct 7, 2021
|
How to Use GitHub Deploy Keys
|
5 min
|
Jul 3, 2021
|
How to Plot with Python: 8 Popular Graphs Made with pandas, matplotlib, seaborn, and plotly.express
|
100 min
|
Jan 18, 2021
|
How to Cluster Documents Using Word2Vec and K-means
|
21 min
|
Dec 10, 2020
|
Clean and Tokenize Text With Python
|
11 min
|
May 25, 2020
|
4 Ways To Improve Your Graphs Using Plotly
|
12 min
|
Apr 16, 2020
|
Use Google Sheets, S3, and Python to Build a Website Quickly
|
13 min
|
Mar 1, 2020
|
Fast & Asynchronous In Python: Accelerate Your Requests Using asyncio
|
12 min
|
Dec 20, 2019
|
Mind-reading Algorithms: An Introduction to Recommender Systems
|
15 min
|
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Today I Learned (TIL)
Iām a big fan of Simon Willisonās āTILā posts, so I copied his idea.
Theyāre a great way to force yourself to write more often by lowering the bar for what itās worth sharing.
These are short, less polished posts about things Iāve learned that I think others might find useful.