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Ilya Schneider is listed as M.Sc. Biotechnology, ETH Zurich | ML Engineer, Roche | Co-founder and Market Analyst, Hephaistos at Hephaistos, based in Basel, Basel, Switzerland. AeroLeads shows a matched LinkedIn profile for Ilya Schneider.
Ilya Schneider previously worked as Co-Founder at Hephaistos and Data Scientist & Developer at Roche. Ilya Schneider holds Master Of Science - Ms, Biotechnology from Eth Zürich.
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Ilya Schneider is a M.Sc. Biotechnology, ETH Zurich | ML Engineer, Roche | Co-founder and Market Analyst, Hephaistos at Hephaistos. They is proficient in Italian, French, English, German and Catalan.
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Basel, Switzerland
Hephaistos is an early stage startup that aims to revolutionize enzyme engineering field. Our machine learning algorithm creates novel biocatalysts to optimize resource use in the pharmaceutical and chemical industries. Our enzymes aim to substitute complex chemical processes that are inefficient and enable new reactions that are considered impossible to.
Basel, Switzerland
Continuing the development of the Large Language Model tool for toxicological data extraction created during the internship, as part of translational Modeling and Simulation (tM&S) capability. The main focus lies applying previously developed extraction pipeline to different case studies within Roche and explore its potential improvements and limitations.
Basel, Switzerland
Establishing an extraction pipeline for toxicity related information from historical records and other internal documents using Large Language Models (LLMs), in particular the retriever augmented generation (RAG). Computational toxicology project as a part of the Predictive Modelling and Data Analytics (PMDA) chapter at pRED.Supervisors: Tatyana Y..
Basel, Switzerland
The thesis focuses on understanding the principles of the epithelial organization in 3D, which is relevant for tissue growth in embryonic development. The goal is to improve and extend SimuCell3D software (C++) to enable simulation of stable epithelial vesicle fusion and tube growth. Finally, the simulation results are compared to the theoretical data and.
Basel, Switzerland
The aim of the project is to set up a computational pipeline to improve the developability of antibodies. An autoencoder architecture, based on known protein language models (PLMs), was trained to create a meaningful antibody representation (the latent space). This representation can then be combined with a retrieval augmented generation (RAG) step to.
Basel, Switzerland
Modeling of an oral microbiome using agent-based framework MESA in Python.Supervisors: Christian Kronseder and Tino Töpper.
Heidelberg, Baden-Württemberg, Germany
Creation of a genetic regulatory network (GRN) to describe exhaustion in CD8+ T-cells in the context of hepatitis C virus infection using single-cell RNA sequencing data. The vast majority of the project was programmed in R and some specific parts were coded with Python. Further applications and tools: Cytoscape, SCENIC, Random Forest, Bonesis.Supervisors.
Mannheim, Baden-Württemberg, Germany
Creation of a database to store and analyze lab data. The main goal of the database was to facilitate and accelerate the information flow between the laboratory and the rest of the company in the most convenient and sustainable way. Database operates on SQL programming language.Supervisors: Thomas Mannheim and Leonie Boller.
Major in Bioinformatics. A modern, interdisciplinary program combining Physics, Chemistry, Biology, Mathematics and Informatics. Three.
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Ilya Schneider works for Hephaistos.
Ilya Schneider is listed as M.Sc. Biotechnology, ETH Zurich | ML Engineer, Roche | Co-founder and Market Analyst, Hephaistos at Hephaistos.
Ilya Schneider is based in Basel, Basel, Switzerland while working with Hephaistos.
Ilya Schneider has worked for Hephaistos, Roche, Eth-Department Of Biosystems Science And Engineering (D-Bsse), Bottmedical Ag, and Heidelberg University.
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Ilya Schneider holds Master Of Science - Ms, Biotechnology from Eth Zürich.
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