Medium

Jennifer D'Souza, Ph.D.

Pinned

Jennifer D'Souza, Ph.D.

·

Jun 15

Bending Musical Time with a Fictional DJ — Field Notes from the Build Small AI Hackathon

At some point during the Build Small Hackathon, I found myself asking a question that felt both ridiculous and irresistible:

Bending Musical Time with a Fictional DJ — Field Notes from the Build Small AI Hackathon

Pinned

Jennifer D'Souza, Ph.D.

·

Sep 21, 2024

How to Prompt an LLM to Generate a Research Knowledge Graph (KG) for Complex Scientific Domains

A Case Study on Atomic Layer Deposition (ALD) in Materials Science and Engineering

How to Prompt an LLM to Generate a Research Knowledge Graph (KG) for Complex Scientific Domains

Pinned

Jennifer D'Souza, Ph.D.

·

Jul 3, 2025

How I Get LLMs on Hugging Face to Speak Structured Data?

Building MVP Knowledge Graphs from Research Articles

How I Get LLMs on Hugging Face to Speak Structured Data?

Pinned

Jennifer D'Souza, Ph.D.

·

Sep 3, 2025

DeepResearch: AI Agents on a Literature Treasure Hunt

An agent that uses reasoning to synthesize large amounts of online information and complete multi-step research tasks for you. — OpenAI…

DeepResearch: AI Agents on a Literature Treasure Hunt

Jennifer D'Souza, Ph.D.

·

Oct 6

A Manifesto for Humane and Responsible Science

How we do science matters as much as what we discover.

A Manifesto for Humane and Responsible Science

Jennifer D'Souza, Ph.D.

·

Aug 5

In this Age of Generative AI, we still need High-Quality, Domain-expert Annotated Datasets!

Synthetic data can multiply examples, but it cannot decide what a scientific figure means…

In this Age of Generative AI, we still need High-Quality, Domain-expert Annotated Datasets!

Jennifer D'Souza, Ph.D.

·

Jun 15

Making Great Thinkers Funny with Tiny Models — Field Notes from the Build Small Hackathon

For the Hugging Face × Gradio Build Small Hackathon, I built Council of Chuckles, a small-model Gradio app that lets users bring a messy…

Making Great Thinkers Funny with Tiny Models — Field Notes from the Build Small Hackathon

Jennifer D'Souza, Ph.D.

·

May 2

schema-miner^pro — Human-in-the-loop and Agentic Pipeline for Scientific Schema Mining

Agent-based workflows introduce a transformative capability to Semantic Web technologies by embedding autonomy, memory, and modular…

schema-miner^pro — Human-in-the-loop and Agentic Pipeline for Scientific Schema Mining

Jennifer D'Souza, Ph.D.

·

Jul 3, 2025

PsychKG — How to build a minimal Knowledge Graph for Psychology?

From LLM Responses to Structured Information Extraction Outputs

PsychKG — How to build a minimal Knowledge Graph for Psychology?

Jennifer D'Souza, Ph.D.

·

Sep 9, 2024

Evaluating LLMs for Structured Science Summarization — A Multifaceted Approach

Harnessing AI for Science

Evaluating LLMs for Structured Science Summarization — A Multifaceted Approach

Jennifer D'Souza, Ph.D.

Jennifer D'Souza, Ph.D.

Researcher in NLP and Semantic Technologies @ Open Research Knowledge Graph (https://orkg.org). Know more about my work https://sites.google.com/view/jen-web

Following

Help

Status

About

Careers

Press

Blog

Store

Privacy

Rules

Terms

Text to speech