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.
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Date
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Title
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Reading Time
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Jan 5, 2025
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2024: Personal Snapshot
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11 min
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Dec 27, 2024
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The good, the bad, and the ugly of Geminiās structured outputs
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13 min
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Dec 8, 2024
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Structured outputs can hurt the performance of LLMs
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14 min
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Nov 9, 2024
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Structured outputs: donāt put the cart before the horse
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5 min
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Sep 21, 2024
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Deploying a FastAPI app with Kamal, AWS ECR, and Github Actions
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13 min
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Sep 15, 2024
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Deploying a Django app with Kamal, AWS ECR, and Github Actions
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15 min
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Sep 8, 2024
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Classifying images with Gemini Flash 1.5
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7 min
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Aug 11, 2024
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Create a Kamal-ready VPS on Hetzner using Terraform
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3 min
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Jan 5, 2024
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2023: Personal Snapshot
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9 min
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Jun 9, 2023
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Clustering Documents with OpenAI embeddings, HDBSCAN and UMAP
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6 min
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May 12, 2023
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Create a Code Interpreter Chatbot with Pyodide, LangChain, and OpenAI
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12 min
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Apr 27, 2023
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Semantic Search with Elasticsearch, OpenAI, and LangChain
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10 min
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Apr 11, 2023
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Semantic Search with OpenSearch, Cohere, and FastAPI
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12 min
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Mar 3, 2023
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Build an AI Search Engine Using FastAPI, Qdrant, and ChatGPT
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17 min
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Feb 17, 2023
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Tips for Standing Out on LinkedIn
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10 min
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Feb 3, 2023
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How to Securely Deploy a FastAPI app with NGINX and Gunicorn
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14 min
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Jan 20, 2023
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My Experience at Entrepreneur First
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11 min
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Sep 21, 2022
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PyScript 101
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7 min
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Aug 31, 2022
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How to Use OpenSearch in Python
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10 min
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Aug 23, 2022
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Text Classification Using Python and Scikit-learn
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9 min
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Aug 12, 2022
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How to Use Elasticsearch in Python
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10 min
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Jun 17, 2022
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Entrepreneurship as a Risk Management Strategy
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7 min
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Jan 31, 2022
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2021: Personal Snapshot
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8 min
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Oct 7, 2021
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How to Use GitHub Deploy Keys
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5 min
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Jul 3, 2021
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How to Plot with Python: 8 Popular Graphs Made with pandas, matplotlib, seaborn, and plotly.express
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100 min
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Jan 18, 2021
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How to Cluster Documents Using Word2Vec and K-means
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21 min
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Dec 10, 2020
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Clean and Tokenize Text With Python
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11 min
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May 25, 2020
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4 Ways To Improve Your Graphs Using Plotly
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12 min
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Apr 16, 2020
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Use Google Sheets, S3, and Python to Build a Website Quickly
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13 min
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Mar 1, 2020
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Fast & Asynchronous In Python: Accelerate Your Requests Using asyncio
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12 min
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Dec 20, 2019
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Mind-reading Algorithms: An Introduction to Recommender Systems
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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.