Machine Learning Engineer specializing in LLMs, Generative AI, and applied research with hands-on experience in end-to-end ML pipelines. 2+ years of experience across both large-scale corporate systems and small research-driven projects. Worked in teams ranging from compact research groups to enterprise-level environments with complex data pipelines and multiple stakeholders.Built and maintained full ML development cycles — from data preprocessing and model design to automated deployment, monitoring, and delivering forecasts to decision-makers. Experienced in optimizing legacy codebases, ensuring model consistency, and managing CI/CD workflows for ML operations.
In addition to production-level ML expertise, contributed to scientific research projects, helping to design and validate models used in academic publications. Passionate about bridging the gap between research and real-world engineering, and about developing reliable, interpretable, and maintainable AI systems.
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