Georgia Loukatou Email & Phone Number

Paris, Fr

*Acolad is #1 European leader and among the top 10 leaders worldwide in language and content services.•Design and implement RAG and Prompt Engineering POCs and LLM applications for external customer use cases (Senate, Lacoste), as well as Acolad’s internal document management, for enhanced information accessibility and efficiency.•Develop standard and agentic RAG-based solutions for automatic translation post-editing, achieving a 40% improvement rate by automatically fixing poorly translated sentences without human translator intervention.•Deploy and monitor AI solutions following the LMOps and MLOps best practices.•Collaborate with the Head of AI and the AI Product Manager to prioritize and execute a comprehensive roadmap in AI, in line with business objectives.

*OpenClassrooms is an online education platform based in France providing computer science courses.As a mentor, successfully guided and supported several students in completing their projects, leading to the attainment of a Data Science or Machine Learning certification.

*Qlip.ai is an AI-powered video highlights generator startup that helps repurpose long-form videos into shorter, shareable clips.Led Qlip.ai as its first hire, contributing to its growth within the vibrant startup ecosystem of Station F & Agoranov. Instrumental in securing initial funding and driving continuous client expansion.• Analyzed livestream and podcast recordings using advanced NLP techniques, extracting valuable insights for decision-making.• Conducted robust data analysis and modeling, ensuring the preparation of high-quality multilingual datasets for modeling using SpaCy, Stanza, word and sentence embeddings.• Pioneered, designed, and implemented cutting-edge language processing algorithms such as scoring and evaluating highlights within text content.• Developed models and NLP methods for information retrieval, NER, semantic and sentiment analysis, text classification, topic modeling, keywords, automatic title generation, summarization, text coherence.• Utilized transformers, open-source models, transfer learning, fine-tuning, LangChain, LLMs (Mixtral 8x7b), RAG, AWS (SageMaker, Comprehend), Prompt Engineering, HuggingFace, Docker, FastAPI.• Collaborated within a cross-functional team to address business use cases, and played a pivotal role in recruitment, development, and management of the research team. • Built experiments to increase model performance, incorporating user feedback for effectiveness.• Remained at the forefront of advancements in NLP Data Science, conducting cutting-edge research activities.• Excelled in a fast-paced startup environment, managing evolving priorities and meeting dynamic deadlines.

California, United States

• Led a team of six in developing an open-source data processing pipeline focused on predicting the age of word learning, constructing a regression model based on word features.• Managed extensive datasets (1 billion words, 70,000 reports on lexical development, 17 languages).• Optimized a neural network model in Python to classify lexical categories in conversational speech, achieving an accuracy of over 85% on a hand-annotated test set in three languages.• Collaborated with the Stanford Human-Centered Artificial Intelligence group, implementing a lexical alignment model and measuring the complexity of player language in a reference game (MiC NeurIPS paper).• Presented findings in labs at Stanford University and University of California, Berkeley as invited speaker, as well as in international conferences.

Paris Area, France

PhD student (3 years) at the Laboratory for Cognitive Science and Psycholinguistics.• Initiated groundbreaking research on text-based word segmentation using unsupervised statistical models in collaboration with the University of Zurich, achieving up to a 30% increase in performance for eight low-resource languages.• Contributed to the development of a package containing text preprocessing tools, segmentation algorithms, and evaluation tools.• Led a team of four in collecting and organizing metadata for 320 public datasets.• Published several papers in international peer-reviewed conferences (ACL, CogSci, TALN) and three articles in high-quality journals (e.g., Cognition) as first author.• Trained 5 master students and 2 undergraduate students as interns.

Geneva, Switzerland

Developed online grammars and dictionaries for diverse languages in the UNDL Foundation.

• Built a database of music scores from scratch at the General State Archives during fieldwork. • Participated in intensive seminars in American Culture and History, educational field trips, community service as well as other activities.

Doctor Of Philosophy - Phd, Cognitive Science

Completed a Ph.D. in Cognitive Science with a focus on Artificial Intelligence at the Laboratory for Cognitive Science.

Master'S Degree, Natural Language Processing (Nlp), Class Rank: Top 20%

Paris Diderot University. Thesis on a cross-linguistic approach to computational models of word segmentation.

Postgraduate Degree