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Hi, I'm Maya, a passionate Machine Learning Engineer with a strong background in data science and AI. I love developing innovative AI/ML solutions that enhance user experience, personalization, and content discovery. With experience working across various sectors and tools, I am curious and proactive in solving complex problems and driving projects from concept to production. I'm particularly excited about harnessing cutting-edge AI technologies like Generative AI, Large Language Models, and vector searches to build scalable and impactful machine learning pipelines. I enjoy collaborating with teams and stakeholders to translate business needs into technical solutions that make a real difference.…Hi, I'm Maya, a passionate Machine Learning Engineer with a strong background in data science and AI. I love developing innovative AI/ML solutions that enhance user experience, personalization, and content discovery. With experience working across various sectors and tools, I am curious and proactive in solving complex problems and driving projects from concept to production. I'm particularly excited about harnessing cutting-edge AI technologies like Generative AI, Large Language Models, and vector searches to build scalable and impactful machine learning pipelines. I enjoy collaborating with teams and stakeholders to translate business needs into technical solutions that make a real difference.

Maya ASSAL

Data Scientist, AI Engineer, Developer, +1

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Hi, I'm Maya, a passionate Machine Learning Engineer with a strong background in data science and AI. I love developing innovative AI/ML solutions that enhance user experience, personalization, and content discovery. With experience working across various sectors and tools, I am curious and proactive in solving complex problems and driving projects from concept to production. I'm particularly excited about harnessing cutting-edge AI technologies like Generative AI, Large Language Models, and vector searches to build scalable and impactful machine learning pipelines. I enjoy collaborating with teams and stakeholders to translate business needs into technical solutions that make a real difference.…Hi, I'm Maya, a passionate Machine Learning Engineer with a strong background in data science and AI. I love developing innovative AI/ML solutions that enhance user experience, personalization, and content discovery. With experience working across various sectors and tools, I am curious and proactive in solving complex problems and driving projects from concept to production. I'm particularly excited about harnessing cutting-edge AI technologies like Generative AI, Large Language Models, and vector searches to build scalable and impactful machine learning pipelines. I enjoy collaborating with teams and stakeholders to translate business needs into technical solutions that make a real difference.

Available to hire

Hi, I’m Maya, a passionate Machine Learning Engineer with a strong background in data science and AI. I love developing innovative AI/ML solutions that enhance user experience, personalization, and content discovery. With experience working across various sectors and tools, I am curious and proactive in solving complex problems and driving projects from concept to production.

I’m particularly excited about harnessing cutting-edge AI technologies like Generative AI, Large Language Models, and vector searches to build scalable and impactful machine learning pipelines. I enjoy collaborating with teams and stakeholders to translate business needs into technical solutions that make a real difference.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Intermediate

Language

French

Fluent

English

Advanced

Work Experience

Machine Learning Engineer at Bedrock Streaming: M6 | RTL

November 1, 2023 - Present

Enhanced user engagement and content discovery on the streaming platform through the development, deployment, and industrialization of advanced AI/ML solutions. Developed and implemented sophisticated personalization features and recommendation strategies balancing relevance and discoverability. Improved content search using cutting-edge AI and Generative AI techniques. Leveraged Databricks with PySpark for large-scale data processing and implemented Infrastructure as Code using Terraform. Managed the end-to-end project lifecycle including Proofs of Concept and industrialization of models while ensuring performance monitoring and load testing.

Data Scientist / Data Engineer at Direct Assurance- Group AXA

November 17, 2023 - July 22, 2025

Enriched customer experience supporting strategic and operational decisions. Explored new data sources, piloted customer portfolio analysis, and utilized data visualization to communicate insights. Designed and developed ML models and time series algorithms to predict trends in key KPIs. Implemented data transformation processes within data pipelines. Developed a scoring model to evaluate termination risk, improving customer retention. Utilized MLflow and Databricks for model management and collaborated with stakeholders to translate business requirements into actionable projects.

Research and Development Engineer at INRIA Laboratory

June 30, 2021 - July 22, 2025

Implemented a voice assistant for immersive room interaction by analyzing existing solutions and developing voice commands integrated with immersive technology. Contributed to an open-source platform for federated learning on health data. Collaborated with cross-functional project teams to deliver impactful R&D results in machine learning and privacy-preserving technologies.

Data Scientist at Orange Labs

August 31, 2019 - July 22, 2025

Detected fraud cases in unbalanced and noisy transactional data using supervised classification techniques. Conducted data analysis, cleaning, and feature engineering. Reviewed label noise issues and adapted methodologies for broader transactional data application. Communicated complex technical concepts effectively to diverse audiences.

Data Scientist at Askhub

January 31, 2019 - July 22, 2025

Implemented new ML algorithms to improve chatbots, utilizing Named Entity Recognition, several vectorization algorithms, semantic clustering, and sentiment analysis. Deployed methods on AWS and Node.js to enhance user interaction capabilities and information extraction from logs.