# Visualization Projects at AI Tinkerers > Canonical HTML: https://aitinkerers.org/technologies/visualization > Markdown URL: https://aitinkerers.org/technologies/visualization.md > Technology record last updated: 2026-03-18T11:18:26Z > Generated: 2026-09-23T08:45:19Z Translate massive, complex datasets into accessible visual assets (charts, maps, dashboards) for rapid insight and data-driven decision-making. Visualization is the critical process of translating complex data into clear, actionable graphical formats. This is not just a simple bar chart: it leverages tools like Tableau, Power BI, and open-source D3.js to create interactive dashboards, heat maps, and Sankey diagrams. The core objective is to amplify cognition, allowing users to quickly identify trends, outliers, and relationshipsβ€”for example, spotting a 20% sales drop across three key regions in seconds, not hours of spreadsheet review. Pioneers like Edward Tufte and Hans Rosling established the principles: effective visualization removes data noise, tells a clear story, and drives smarter, faster business outcomes. - Official technology site: https://www.tableau.com/learn/articles/data-visualization - Public AI Tinkerers demos and talks: 3 - Result page: 1 of 1 ## Recent Public Talks and Demos ### [Cartograph](https://singapore.aitinkerers.org/talks/rsvp_THQf4LNIfTw) Tool that generates interactive visualization and documentation out of codebases - Event context: AI Tinkerers Singapore: 3rd Meetup - November 19th, 2024 β€” 2024-11-19 β€” Singapore - Public talk page: https://singapore.aitinkerers.org/talks/rsvp_THQf4LNIfTw ### [Vector Data Exploration](https://mumbai.aitinkerers.org/talks/rsvp_Pl0RJmTx2CY) This demo will show how to use AI (specifically vector embeddings and LLMs) to visualize ANY kind data in a novel way, combining cutting-edge techniques in data processing, embedding, clustering, labeling and visualization. There will also be an interactive demo that anyone can try through their phone or laptop. - Event context: πŸš€ AI Tinkerers Mumbai Chapter Launch! β€” 2024-10-05 β€” Mumbai - Public talk page: https://mumbai.aitinkerers.org/talks/rsvp_Pl0RJmTx2CY ### [Mapping AI Companies](https://boston.aitinkerers.org/talks/rsvp_oj3AYSHa9Nc) We know about the impact of GPUs on AI. Visual cortex is our brain's GPU. It's been empirically proven that people who can visualize math, solve problems faster. So, we're all trying to make sense of a vast number of companies and projects popping up in AI. But search gives us 1-dimensional lists. We want spaces, landscapes, galaxies of projects to better understand what's going on. I'll show a 1-day hack we did to map all YC companies into a galaxy, and the code is on GitHub. We used LLM embeddings to both facilitate querying as well as visualization. Let's build galaxy maps! - Event context: AI Tinkerers September Meetup Sponsored by BasisTech β€” 2024-09-23 β€” Boston - Public talk page: https://boston.aitinkerers.org/talks/rsvp_oj3AYSHa9Nc ## Related Technologies - [BERT](https://aitinkerers.org/technologies/bert) ([Markdown](https://aitinkerers.org/technologies/bert.md)) β€” 179 public demos - [Cartograph](https://aitinkerers.org/technologies/cartograph) ([Markdown](https://aitinkerers.org/technologies/cartograph.md)) β€” 1 public demo - [clustering](https://aitinkerers.org/technologies/clustering) ([Markdown](https://aitinkerers.org/technologies/clustering.md)) β€” 3 public demos - [Data processing](https://aitinkerers.org/technologies/data-processing) ([Markdown](https://aitinkerers.org/technologies/data-processing.md)) β€” 1 public demo - [Documentation](https://aitinkerers.org/technologies/documentation) ([Markdown](https://aitinkerers.org/technologies/documentation.md)) β€” 1 public demo - [GitHub](https://aitinkerers.org/technologies/github) ([Markdown](https://aitinkerers.org/technologies/github.md)) β€” 74 public demos - [GPT-3](https://aitinkerers.org/technologies/gpt-3) ([Markdown](https://aitinkerers.org/technologies/gpt-3.md)) β€” 191 public demos - [GPT-4](https://aitinkerers.org/technologies/gpt-4) ([Markdown](https://aitinkerers.org/technologies/gpt-4.md)) β€” 529 public demos - [GPUs](https://aitinkerers.org/technologies/gpus) ([Markdown](https://aitinkerers.org/technologies/gpus.md)) β€” 5 public demos - [Keras](https://aitinkerers.org/technologies/keras) ([Markdown](https://aitinkerers.org/technologies/keras.md)) β€” 74 public demos - [LLM embeddings](https://aitinkerers.org/technologies/llm-embeddings) ([Markdown](https://aitinkerers.org/technologies/llm-embeddings.md)) β€” 1 public demo - [LLMs](https://aitinkerers.org/technologies/llms) ([Markdown](https://aitinkerers.org/technologies/llms.md)) β€” 83 public demos - [ONNX](https://aitinkerers.org/technologies/onnx) ([Markdown](https://aitinkerers.org/technologies/onnx.md)) β€” 83 public demos - [PyTorch](https://aitinkerers.org/technologies/pytorch) ([Markdown](https://aitinkerers.org/technologies/pytorch.md)) β€” 273 public demos - [scikit-learn](https://aitinkerers.org/technologies/scikit-learn) ([Markdown](https://aitinkerers.org/technologies/scikit-learn.md)) β€” 84 public demos - [Static Analysis](https://aitinkerers.org/technologies/static-analysis) ([Markdown](https://aitinkerers.org/technologies/static-analysis.md)) β€” 1 public demo - [TensorFlow](https://aitinkerers.org/technologies/tensorflow) ([Markdown](https://aitinkerers.org/technologies/tensorflow.md)) β€” 90 public demos - [Vector embeddings](https://aitinkerers.org/technologies/vector-embeddings) ([Markdown](https://aitinkerers.org/technologies/vector-embeddings.md)) β€” 4 public demos