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Active 14d ago
San Francisco

Federico Bianchi

Top 15%
@vinid

ML scientist exploring how LLMs navigate multi-agent scenarios through projects like NegotiationArena, bridging Stanford NLP research with open source tooling.

TextGrad. I built a system that improves AI models through written feedback.

3.7k

Open Data Scientist. I built an AI assistant that analyzes datasets and generates reports automatically.

187

FashionCLIP. I built an AI model that connects fashion photos to written descriptions.

530

Einstein Arena. I built a platform where AI agents compete on unsolved math problems.

40

PLIP. I built an AI model that reads pathology images and medical text together.

382

NegotiationArena. I built a platform that tests how well AI models can negotiate with each other.

84

Safety-Tuned LLaMAs. I built datasets and code studying how to safely tune instruction-following AI models.

95

RecList. I made a testing toolkit for recommendation systems that catches real problems.

475

Vision Language Tuner. I researched why image-text models ignore word order and found solutions.

294

Data. I collected datasets in one place so builders can start working faster.

2

PathClip. I built a tool that finds matching images using artificial intelligence.

2

Compass. I built a tool that makes word meanings consistent across different text sources.

43

Track Meaning. I built a tool to show what AI models focus on when reading text.

1

Design Good Figures. I made a tool that turns research data into presentation-ready visuals.

4

Aligned Word Embeddings. I built a tool that aligns AI word meanings across different datasets.

1

Entity2Vec. I made a tool that learns entity relationships through type embeddings.

1

Cosine Search. I built a plugin that finds similar documents in Elasticsearch.

3

AI Distillery. I built a tool that summarizes the constant flood of AI research papers.

25

Logic Tensor Networks. I made experiments showing how machines learn logical relationships from data.

6

Speech Nuance. I made a dataset showing harmful speech has many different shapes.

2

Tweet Topics. I built a tool that finds hidden topics in tweets across different days.

1

Research Transformers. I built tools for training and using AI models in Python.

1

Bias Check. I built a tool that measures demographic stereotypes in AI image generators.

5

Twitter Research Kit. I built scripts that collect and store Twitter data for research.

6

1PassEl. I built a tool that pulls passwords from 1Password into Emacs.

5

Omnivector. I made a tool that normalizes data from many different sources.

1

Reasoner. I built a tool that traces logical chains through connected information.

2

Prod. I built a shared workspace where teams track and showcase their work.

1

Prodb. I made a tool that helps you search through Python code.

18

Logical Commonsense. I built a tool that helps AI understand common sense reasoning.

1

Fashion Search. I built a fashion image search engine you can deploy yourself.

3

Paca. I made a tool that grades how well AI models answer questions.

1

Chronos. I documented research on how word meanings shift over time.

1

Time-Aware. I built AI models that understand how meaning changes over time.

1

Social Diffusers. I built a way for groups to share one AI image generator.

1

Clip Tuner. I built a tool to customize how AI models recognize images.

2

BertLang. I made a searchable guide to language-specific AI text models.

18

Quica. I built a tool that measures when multiple people agree on labeling data.

23

MiniSearch. I built a search tool that answers questions about research papers.

2
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