Jan 2023 to Present
Senior Data Scientist at Optimizely Inc.
New York, USA · Remote · Full time
Optimizely is a U.S.-based multinational company that offers a digital experience platform as a Software-as-a-Service (SaaS) solution. The company provides A/B testing and multivariate testing tools, website personalization, feature toggling capabilities, web content management, and digital commerce solutions.
- Working on multi-purpose agentic AI systems, including architecting and developing LLM memory components that preserve user and chat context over extended periods.
- Architecting and implementing large-scale recommendation systems serving millions of daily user interactions.
- Developing sophisticated A/B testing frameworks for ML model evaluation and deployment.
- Building real-time model training pipelines for continuous learning from user interactions.
- Developing and maintaining end-to-end machine learning pipelines that train thousands of models daily.
- Creating conversational AI solutions for automated customer segmentation and analysis.
- Designing unified API services for multiple LLM providers to streamline enterprise-wide AI adoption.
- Implementing RAG-based systems to enhance AI applications with domain-specific knowledge.
- Doing cross-functional collaboration between data science and engineering teams for ML infrastructure development.