Tag:
🛠
(prototypes; 16)
SearchAlignEval: Building an App to Make Evals Easy, Fun, and Automated
Look at and label your data, build and evaluate your LLM-evaluator, and optimize it against your labels.
Building the Same App Using Various Web Frameworks
FastAPI, FastHTML, Next.js, SvelteKit, and thoughts on how coding assistants influence builders' choices.
08 Sep 2024 · 8 min · learning engineering 🛠
Building an AI Coach to Help Tame My Monkey Mind
Building an AI coach with speech-to-text, text-to-speech, an LLM, and a virtual number.
Obsidian-Copilot: An Assistant for Writing & Reflecting
Writing drafts via retrieval-augmented generation. Also reflecting on the week's journal entries.
11 Jun 2023 · 6 min · llm engineering 🛠
Interacting with LLMs with Minimal Chat
Should chat be the main UX for LLMs? I don't think so and believe we can do better.
Raspberry-LLM - Making My Raspberry Pico a Little Smarter
Generating Dr. Seuss headlines, fake WSJ quotes, HackerNews troll comments, and more.
Experimenting with LLMs to Research, Reflect, and Plan
Also, shortcomings in document retrieval and how to overcome them with search & recsys techniques.
09 Apr 2023 · 14 min · llm deeplearning learning 🛠 🔥
Informal Mentors Grew into ApplyingML.com!
More than two dozen interviews with ML Practitioners sharing their stories and advice
25 Nov 2021 · 1 min · machinelearning career 🛠
Beating the Baseline Recommender with Graph & NLP in Pytorch
Beating the baseline using Graph & NLP techniques on PyTorch, AUC improvement of ~21% (Part 2 of 2).
13 Jan 2020 · 17 min · recsys deeplearning nlp python 🛠
Building a Strong Baseline Recommender in PyTorch, on a Laptop
Building a baseline recsys based on data scraped off Amazon. Warning - Lots of charts! (Part 1 of 2).
06 Jan 2020 · 14 min · recsys deeplearning python 🛠
Product Categorization API Part 3: Creating an API
Or how to put machine learning models into production.
13 Feb 2017 · 8 min · machinelearning production python 🛠
Image search is now live!
A web app to find similar products based on image.
14 Jan 2017 · 4 min · deeplearning python production 🛠
Product Classification API Part 2: Data Preparation
Cleaning up text and messing with ascii (urgh!)
11 Dec 2016 · 8 min · machinelearning python 🛠
Image classification API is now live!
A simple web app to classify fashion images into Amazon categories.
27 Nov 2016 · 2 min · deeplearning python production 🛠
SortMySkills is now live!
A card sorting game to discover youl passion by identifying skills you like and dislike.
Product Classification API Part 1: Data Acquisition
Parsing json and formatting product titles and categories.
11 Oct 2016 · 9 min · machinelearning python 🛠
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