Agata Polejowska

Biomedical AI Engineer

PhD Candidate, Artificial intelligence for gut-brain health discovery and optimization

Passionate about developing technologies for human health exploration and optimization, diseases prevention and treatment

Recent Work

mllabiome Project
PHD TRAJECTORY WORK | 2025

mllabiome

AI (ML, DL, LLMs, XAI) and full-featured microbiome data preprocessing framework for streamlining microbiome analysis (biological discovery and outcome prediction).

ML/DL/LLMs Microbiome data
Expected Release: Dec 2025
curaive Project
CUREBENCH COMPETITION | NeurIPS 2025
🥉 Bronze 🥈 Silver

curaive

Agentic and internal reasoning of LLMs for adaptive case-tailored precision therapeutics.

LLMs, Agents Reasoning Tools calling
Expected Release: 16 Nov 2025

Research

Better together: microbiome and histopathology for disease prediction

Histopathobiome – integrating histopathology and microbiome data via multimodal deep learning

🎤 Oral Presentation 📄 Poster MICCAI Workshop on Computational Pathology with Multimodal Data 2024

Proceedings of Machine Learning Research PDF

Seeing the invisible: microbes in human colon tissue

Spirochetosis detection in colon histopathology images via fine-tuning and boosting techniques using foundation models

📄 Poster Medical Imaging with Deep Learning 2024

PDF

Contact

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