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Lisa Becker is listed as ML Engineer | O'Reilly Course Instructor | Google WTM Ambassador | Public Speaker at Pure App, based in Berlin, Germany. AeroLeads shows a matched LinkedIn profile for Lisa Becker.
Lisa Becker previously worked as Machine Learning Engineer at Pure App and Course Instructor at O'Reilly. Lisa Becker holds Master Of Science, Cognitive Systems: Language, Learning, Reasoning from University Of Potsdam.
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Lisa is a Machine Learning Engineer at Pure App, a dating app that connects people based on their preferences and location. She has over two years of experience in applying natural language processing (NLP) and large language models (LLM) to various domains and challenges, such as speech recognition, sentiment analysis, and text generation. She holds a master's degree in cognitive systems from the University of Potsdam, where she studied the intersection of language, learning, and reasoning.In her current role, Lisa leverages her technical and linguistic skills to enhance the user experience and engagement of Pure App. She develops and deploys NLP and LLM solutions that enable users to communicate more effectively, discover compatible matches, and receive personalized recommendations. She also contributes to the research and innovation of the app, exploring new ways of using AI to create meaningful and authentic connections. Lisa is passionate about sharing her knowledge and insights with the wider AI community, as a public speaker, a blogger, and a diversity, equity, and inclusion advocate.
Listed skills include Ibex, Pandas, Scikit Learn, Git, and 27 others.
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Berlin, De
- Employ large language models and natural language processing techniques to improve real-time communication features, ensuring privacy and compliance with ethical standards.- Collaborate with cross-functional teams including data scientists, product managers, and software and backend developers to integrate graph neural networks seamlessly to provide optimised user matches.
Sebastopol, Ca, Us
I created and teach the online courses:- On Demand: Natural Language Processing Fundamentals: Techniques, Tools, and Applications: https://learning.oreilly.com/course/natural-language-processing/0790145481825/- Webinar: Running Open Source LLMs Locally (in development)- Webinar: Local LLMs Made Easy - Using UI-Based Frameworks Jan AI and GPT4ALL (in development)
Ghent, Flemish Region, Be
Reimplementation of Google Cloud Natural Language API for a social media analyser- Decrease monthly usage cost from €450.000 (Google’s API) to €30.000 (our API) by combining multiple open source models on GCP, tailoring the extraction of focus words for the client’s needs.- Ensured dynamic scaling from 0 to 1.5 million processed requests per day with a cache mechanism to optimize performance and cost.Generating business insights by analysing recorded customer calls of a leading media distributor- Set up a labelling environment on Label Studio and wrote a labelling manual.- Conducted customer training sessions and workshops on labelling speech data, guiding clients through the process through iterative feedback.- Decreased the transcription error rate from 53% to 33% by fine tuning a transcription model (ASR) on the labelled data. Digitalising scans of newspapers from a newspaper distributor- Established a labelling environment, conducted client workshops on labelling newspaper scans and guided the labellers through the process through iterative feedback.- Conducted a workshop for clients on labelling newspaper scans and guided the labellers through the process through iterative feedback.- Improved newspaper accessibility by fine tuning a model on the labelled data that digitalises them.(Selected projects)
Ghent, Flemish Region, Be
- Increase visibility for ML6 and regularly share insights at various events and conferences. Known for communicating complex technical concepts in an engaging and accessible way. - Advocate for empowerment and DEI by giving workshops such as the one from Google’s #IAmRemarkable initiative inside and outside ML6.
Ghent, Flemish Region, Be
Building an "Intelligent Illustrator", a text guided Image-to-Image Translator based on GANs (before the advent of DALL-E and other multimodal image generators).
Brussel, Brussels Hoofdstedelijk Gewest, Be
1-month project of the Flanders Research Information Space (FRIS) for the Belgian government. My team and I developed a service that enriches the metadata of the search engine with new keywords.
Antwerpen, Antwerpen, Be
Research visit at the CLiPS (Computerlinguistics & Psycholinguistics) Research Centre at the University of Antwerp: Prediction of schizophrenia with computational stylometry under supervision of Prof. Dr. Walter Daelemans. The research was presented at:- conference CLIN30 in Utrecht, Jan 30 2020- university poster slam in Potsdam, Apr 29 2020 (online)
Potsdam, Brandenburg, De
Assistance of designing, coding, conducting and analyzing psycholinguistic experiments under Prof. Dr. Sol Lago at the Vasishth-lab at the University of Potsdam. The experiments varied from reading-decision experiments to eye-trackings experiments with visual world paradigms.
Berlin, De
Assistance with the development and conducting of campaigns as my federal volunteer service between high school and university. (DE: “Bundesfreiwilligendienst")
Quick answers generated from the profile data available on this page.
Lisa Becker works for Pure App.
Lisa Becker is listed as ML Engineer | O'Reilly Course Instructor | Google WTM Ambassador | Public Speaker at Pure App.
Lisa Becker is based in Berlin, Germany while working with Pure App.
Lisa Becker has worked for Pure App, O'Reilly, Ml6 | Your Partner In Ai, Open Summer Of Code, and University Of Antwerp.
You can use AeroLeads to view verified contact signals for Lisa Becker at Pure App, including work email, phone, and LinkedIn data when available.
Lisa Becker holds Master Of Science, Cognitive Systems: Language, Learning, Reasoning from University Of Potsdam.
Lisa Becker is listed with skills including Ibex, Pandas, Scikit Learn, Git, Psycholinguistics, Matlab, Micropython, and Data Analysis.
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