Built a free web app for classifying survey data with LLMs. Upload CSV/PDF, define categories (or auto-extract), get classifications back.
Free models: GPT-4o-mini, Claude Haiku, Gemini Flash, Llama 70B, DeepSeek, Qwen3, Mistral, Grok
Looking for testers & collaborators.
https://huggingface.co/sp
Free models: GPT-4o-mini, Claude Haiku, Gemini Flash, Llama 70B, DeepSeek, Qwen3, Mistral, Grok
Looking for testers & collaborators.
https://huggingface.co/sp
January 6, 2026 at 6:54 PM
Built a free web app for classifying survey data with LLMs. Upload CSV/PDF, define categories (or auto-extract), get classifications back.
Free models: GPT-4o-mini, Claude Haiku, Gemini Flash, Llama 70B, DeepSeek, Qwen3, Mistral, Grok
Looking for testers & collaborators.
https://huggingface.co/sp
Free models: GPT-4o-mini, Claude Haiku, Gemini Flash, Llama 70B, DeepSeek, Qwen3, Mistral, Grok
Looking for testers & collaborators.
https://huggingface.co/sp
CatLLM now integrates with Huggingface. Access thousands of open-source models for text classification without local GPU infrastructure.
https://christophersoria.com/posts/2025/12/cat-llm-huggingface/
https://christophersoria.com/posts/2025/12/cat-llm-huggingface/
December 30, 2025 at 8:25 PM
CatLLM now integrates with Huggingface. Access thousands of open-source models for text classification without local GPU infrastructure.
https://christophersoria.com/posts/2025/12/cat-llm-huggingface/
https://christophersoria.com/posts/2025/12/cat-llm-huggingface/
Calling all researchers, programmers, and vibe coders. Help improve llm-web-research, a package that makes LLM-powered research faster without sacrificing data quality. Contributors will be recognized in an upcoming academic publication.
https://github.com/chrissoria/llm-web-research
#AcademicThre
https://github.com/chrissoria/llm-web-research
#AcademicThre
December 12, 2025 at 7:46 PM
Calling all researchers, programmers, and vibe coders. Help improve llm-web-research, a package that makes LLM-powered research faster without sacrificing data quality. Contributors will be recognized in an upcoming academic publication.
https://github.com/chrissoria/llm-web-research
#AcademicThre
https://github.com/chrissoria/llm-web-research
#AcademicThre
New blog post. I built a Python package that makes LLMs better at web research by adding skeptical verification and ambiguity detection. No answer is better than a wrong answer.
https://christophersoria.com/posts/2025/12/llm-web-research/
https://christophersoria.com/posts/2025/12/llm-web-research/
December 11, 2025 at 10:33 PM
New blog post. I built a Python package that makes LLMs better at web research by adding skeptical verification and ambiguity detection. No answer is better than a wrong answer.
https://christophersoria.com/posts/2025/12/llm-web-research/
https://christophersoria.com/posts/2025/12/llm-web-research/
The National Research Center on Hispanic Children and Families has been defunded after 12 years of critical work, Since 2013 the Center published 175 research products and trained over 50 scholars dedicated to Hispanic family wellbeing, This loss will be felt for generations
https://www.hispanicres
https://www.hispanicres
December 11, 2025 at 5:40 PM
The National Research Center on Hispanic Children and Families has been defunded after 12 years of critical work, Since 2013 the Center published 175 research products and trained over 50 scholars dedicated to Hispanic family wellbeing, This loss will be felt for generations
https://www.hispanicres
https://www.hispanicres
Honored to receive the Bashir Ahmed Graduate Fellowship from UC Berkeley Demography, This faculty-selected award supports my dissertation research on social networks and health
https://christophersoria.com/posts/2025/12/ahmed-fellowship/
https://christophersoria.com/posts/2025/12/ahmed-fellowship/
December 11, 2025 at 5:30 PM
Honored to receive the Bashir Ahmed Graduate Fellowship from UC Berkeley Demography, This faculty-selected award supports my dissertation research on social networks and health
https://christophersoria.com/posts/2025/12/ahmed-fellowship/
https://christophersoria.com/posts/2025/12/ahmed-fellowship/
We are on the cusp of turning the tide against dementia—which makes this an especially bad time to pull back on research. Recent cuts to the NIH and other government institutions threaten to stop progress in its tracks.
www.gatesnotes.com/work/cure-al...
www.gatesnotes.com/work/cure-al...
www.gatesnotes.com
October 28, 2025 at 4:54 PM
We are on the cusp of turning the tide against dementia—which makes this an especially bad time to pull back on research. Recent cuts to the NIH and other government institutions threaten to stop progress in its tracks.
www.gatesnotes.com/work/cure-al...
www.gatesnotes.com/work/cure-al...
Researchers need standardized methods and tools for using AI in research.
LLMs are increasingly used to annotate data for research, but a replication study shows they produce incorrect statistical conclusions in 31-50% of cases.
arxiv.org/pdf/2509.08825
LLMs are increasingly used to annotate data for research, but a replication study shows they produce incorrect statistical conclusions in 31-50% of cases.
arxiv.org/pdf/2509.08825
arxiv.org
October 14, 2025 at 4:52 PM
Researchers need standardized methods and tools for using AI in research.
LLMs are increasingly used to annotate data for research, but a replication study shows they produce incorrect statistical conclusions in 31-50% of cases.
arxiv.org/pdf/2509.08825
LLMs are increasingly used to annotate data for research, but a replication study shows they produce incorrect statistical conclusions in 31-50% of cases.
arxiv.org/pdf/2509.08825
Too little group cohesion hurts performance, but so does too much. The sweet spot for team success lies in the middle, creating an inverted U-shaped relationship between how connected team members are and how well they perform together.
www-sciencedirect-com.libproxy.berkeley.edu/science/arti...
www-sciencedirect-com.libproxy.berkeley.edu/science/arti...
UC Berkeley Library Proxy Login
UC Berkeley CalNet Login
www-sciencedirect-com.libproxy.berkeley.edu
June 17, 2025 at 5:11 PM
Too little group cohesion hurts performance, but so does too much. The sweet spot for team success lies in the middle, creating an inverted U-shaped relationship between how connected team members are and how well they perform together.
www-sciencedirect-com.libproxy.berkeley.edu/science/arti...
www-sciencedirect-com.libproxy.berkeley.edu/science/arti...
I built a series of python functions that categorizes and sorts large chunks of text or images at once and provides a structured output. It's been extremely helpful for my research so far, so I wanted to make it publicly available to all researchers.
Here it is: pypi.org/project/cat-...
Here it is: pypi.org/project/cat-...
cat-llm
A tool for categorizing text data and images using LLMs and vision models
pypi.org
June 3, 2025 at 11:27 PM
I built a series of python functions that categorizes and sorts large chunks of text or images at once and provides a structured output. It's been extremely helpful for my research so far, so I wanted to make it publicly available to all researchers.
Here it is: pypi.org/project/cat-...
Here it is: pypi.org/project/cat-...
Me lately
a close up of a person holding a creature with a very long neck
ALT: a close up of a person holding a creature with a very long neck
media.tenor.com
March 14, 2025 at 3:06 AM
Me lately
My posts:
a blurred image of a desert landscape with trees and bushes
ALT: a blurred image of a desert landscape with trees and bushes
media.tenor.com
February 9, 2025 at 8:33 AM
My posts:
kinda hard to focus when I know my academic and research journey could be halted at any moment thanks science funding being gutted.
February 7, 2025 at 6:58 PM
kinda hard to focus when I know my academic and research journey could be halted at any moment thanks science funding being gutted.
The brothers sharing a bed
February 6, 2025 at 9:29 PM
The brothers sharing a bed
Been staring at the same plot for like an hour now not knowing how exactly I want to present things.
February 1, 2025 at 10:09 PM
Been staring at the same plot for like an hour now not knowing how exactly I want to present things.
These are overwhelmingly times
January 24, 2025 at 9:28 PM
These are overwhelmingly times
Banks are struggling to sell off $13 billion in loans made to Elon Musk for his X (formerly Twitter) acquisition. This deal is now viewed as one of the worst buyouts since the 2008 financial crisis. X’s value has plunged to 55-79% less than the $44 billion purchase price.
January 24, 2025 at 9:11 PM
Banks are struggling to sell off $13 billion in loans made to Elon Musk for his X (formerly Twitter) acquisition. This deal is now viewed as one of the worst buyouts since the 2008 financial crisis. X’s value has plunged to 55-79% less than the $44 billion purchase price.
Here to see what the hype is all about!
I’m a PhD candidate in Population Science at UC Berkeley. I’m focused on understanding unequal health, aging, and mortality outcomes.
Let’s connect!
I’m a PhD candidate in Population Science at UC Berkeley. I’m focused on understanding unequal health, aging, and mortality outcomes.
Let’s connect!
December 1, 2024 at 7:26 AM
Here to see what the hype is all about!
I’m a PhD candidate in Population Science at UC Berkeley. I’m focused on understanding unequal health, aging, and mortality outcomes.
Let’s connect!
I’m a PhD candidate in Population Science at UC Berkeley. I’m focused on understanding unequal health, aging, and mortality outcomes.
Let’s connect!
