Parul Pandey
@pandeyparul
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Experimenting with AI tools to make education more accessible for kids | @kaggle Grandmaster(Notebooks) |Prev @weights_biases , @h2oai | Mom |GDE Kaggle
India
Joined December 2010
Just received the hard copy of my book. It's a surreal feeling to finally hold it in my hands. Thanks to everyone who made it possible.🙏
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So, @marimo_io has some pretty neat features that are incredibly useful for data analysis. One I find especially helpful is mo.ui.dataframe. It lets you transform a dataframe through a simple GUI. without any coding required. This is great when you’re experimenting, and even
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My latest article on LangExtract - library for turning unstructured data into structured format.
That unstructured clinical data is a nightmare to process. Parul Pandey's new article shows how @googledevs LangExtract can turn messy notes into clean, structured data.
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The inspiration.
The transformation of water into ice visualized on a molecular level. 📽: CSIRO Data61 .
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Previous experiments.
Interactive simulation that shows water molecules forming and breaking hydrogen bonds. with o3-mini. Tried with grok-3, gpt-4o, o3-mini and claude -one shot 👇. I still think grok-3 captured the nuances better 🤷♀️. Also @_akhaliq ai-gradio has an option to switch reasoning effort
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This advice from @yanndubs worked perfectly for my use case. I always test the water molecule simulation with every new model. Higher temp behavior is always fine. But at 0°C, most models fail to stack molecules into ice’s hexagonal lattice. After a few tries, GPT-5 got pretty
And for everyone who wants to vibecode in ChatGPT, here are a few tips for getting even better results:.- Ask GPT-5 to “think deep” or pick GPT-5 Thinking in the picker. - Ask the model to generate the answer in Canvas. - If you get a bug, just ask GPT-5 to fix it. - [Nice to.
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RT @kevinweil: 💥 We just launched ChatGPT Go in India, a special subscription tier just for Indian users. For Rs 399, you get 10x higher me….
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Absolutely thrilled to win 2nd place in the Meta Kaggle hackathon for my write-up on @kaggle's community growth. I’ve always loved diving into data, and Meta Kaggle is a goldmine for this. This time, I tried to look at the data from Kaggle’s perspective i.e what signals
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Here’s a nice use case for the timeline feature in @notebooklm that I find super cool:. 1️⃣ Upload a paper to NotebookLM. 2️⃣ Use the timeline feature to generate a clear, detailed timeline of the main events. 3️⃣ Copy the generated text into @napkin_ai to instantly create a
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My others experiments wirh @NotebookLM in the past.
If you're a teacher, parent, or educator, here's a quick way to turn your lessons into printable crosswords using @NotebookLM + CrosswordLabs. 1️⃣ Add your lesson materials into NotebookLM. It pulls from your sources so the content stays on point. 2️⃣ Use the prompt shown in the
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If you’re an educator and planning to introduce a new concept to kids, here’s how I use @GeminiApp Storybook feature + @NotebookLM to make it easier for them:. • NotebookLM creates a complete study guide from the material you provide. • Storybook turns that guide into
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Doing a few tests with GPT5 and my education-focused prompts. First up: an interactive 3D Shape viewer that kids can click to open into a colorful net, then close back into shape again. Pretty smooth. Works great for Cube and Cuboid, will add more shapes like tetrahedron and
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RT @kaggle: From Benchmarks to Game Arena to detailed Writeups, here’s a great roundup of what’s new on Kaggle. Thanks to @pandeyparul for….
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RT @marimo_io: We're making widgets for image-related tasks!. First up is annotation, so stuff like this:
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So @Gradio runs directly inside @GoogleColab, and this is super helpful during workshops as I can create quiz interfaces right in the notebook, so the workshops are more engaging. It’s also easy to add addiitonal feature for instance generating instant certificates with
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