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Develop GenAI/ML for environmental digital twins: fuse large geospatial & time-series data, build deep models + NL query tools; work with EU consortium, EuroHPC.
Model gut microbiome metabolism in in vitro fermentations of plant-based protein foods; interpret microbiome/metabolomics data. PhD + R/Python, HPC bioinformatics.
20‑month postdoc researching multilingual/controllable text embeddings & aspect‑specific similarity. Requires PhD (or near), Python/PyTorch/HuggingFace; some supervision/teaching.
2-year postdoc: build quantum-secure federated GenAI cyber defense (Kyber/Dilithium, differential privacy), verifiable SecureMLOps & adversarial testing. PhD; ML+cyber.
Develop computer vision/ML for ecological image & multimodal data (plankton, forestry, wildlife, re-ID). Publish, collaborate, supervise & teach. 2-year role in Lappeenranta (hybrid).
Develop computer vision/ML for ecological image & multimodal data (plankton, forestry, wildlife, re-ID). Publish, collaborate, supervise & teach. 2-year role in Lappeenranta (hybrid).
Develop computer vision/ML for ecological image & multimodal data (plankton, forestry, wildlife, re-ID). Publish, collaborate, supervise & teach. 2-year role in Lappeenranta (hybrid).
20‑month postdoc researching multilingual/controllable text embeddings & aspect‑specific similarity. Requires PhD (or near), Python/PyTorch/HuggingFace; some supervision/teaching.
12‑month postdoc: model links between human microbiome and cancer using omics integration (metagenomics/metabolomics) and HPC. PhD + bioinformatics/programming; R/Linux a plus.