Emilia Wiśnios
Machine Learning Engineer @ Jutro Medical
About
Machine learning researcher and engineer specializing in NLP and LLM development. Led projects in pretraining and fine-tuning language models. Active contributor to ML in PL community since 2019. Experienced in developing AI solutions for security and policy analysis. Check out my projects: github.com/emiliawisnios and papers: scholar.google.com/citations?user=k-SjUbIAAAAJ
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Poland
Information Technology & Services
AI Safety, AI Agents, TFX, Natural Language Processing (NLP), Large Language Models (LLM), Project Management, Retrieval-Augmented Generation (RAG), Multimodal RAG, RAG, Google Cloud Platform (GCP), Vertex AI, Google BigQuery, Floristry, Agile Management, Scrum
Experience
Machine Learning Engineer
Jutro Medical
AI Safety Researcher
Algoverse
Machine Learning Engineer
DataPhant
Wroclaw Metropolitan Area
Improving security pipelines for Google
Course Coordinator
University of Warsaw
Warsaw, Mazowieckie, Poland
Developing and teaching a Python programming course at the Faculty of Political Science and International Studies, focused on document analysis and processing methodologies. Responsible for curriculum development and instructional materials.
NLP Engineer
Samsung Electronics Polska
Warsaw, Mazowieckie, Poland
Implementing mobile-optimized classification models, leveraging large language models for data augmentation. Creating technical documentation including reports and research articles.
Senior NLP Specialist
NASK
Warsaw, Mazowieckie, Poland
Developing and optimizing large language models (LLMs) through pretraining, instruction tuning, and alignment to human preferences in English and Polish languages. Implementing LLM security measures and content detection systems for safeguarding against harmful content. Creating annotation guidelines and coordinating data labeling efforts. Managing a technical team of 6. Contributing to academic research through literature reviews and paper authorship. Reviewing publications for conferences.
Teaching Assistant
University of Warsaw
Warsaw, Mazowieckie, Poland
Supported instruction in foundational Computer Science and Machine Learning courses: Introduction to Computer Science, Introduction to Machine Learning, Deep Neural Networks, and Natural Language Processing.
Research Software Engineer
MI2.ai
Warsaw, Mazowieckie, Poland
Leading research projects focused on computational analysis of policy documents, including identifying tensions in UNESCO proceedings, analyzing climate change public policies using natural language processing, and researching Big Tech's influence on AI research through quantitative methods.
Python Developer
Silver Bullet Solutions Sp. z o. o.
Warsaw, Mazowieckie, Poland
Developing a GPT-based copilot tool for telecommunications industry, implementing data processing pipelines for textual data management. Fine-tuning transformer models for Named Entity Recognition and developing data anonymization solutions for sensitive information.
Education
University of Warsaw
Machine Learning
Courses: Deep Neural Networks, Robot Control, Statistical Machine Learning, Natural Language Processing, Reinforcement Learning, Visual Recognition, Cloud Native Machine Learning Thesis: Evaluating Large Language Model Robustness with Incorrect Multiple-Choice Options (Supervisors: Piotr Sankowski, Paweł Budzianowski)
University of Warsaw
Mathematics
Courses: Linear Algebra, Calculus, Probability Theory, Algorithms and Data Structures, Object Oriented C++, Data Bases, Data Mining, Time Series, Statistical Data Analysis Thesis: Predicting Escalations in Customer Support
Emilia Wiśnios's Contact Information
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