Dmitrii Drogovoz
I am a Machine Learning Engineer with 4+ years of experience designing, building, and deploying large-scale ML systems with a strong focus on NLP, LLMs, and AI-powered chatbots.
About
I am a Machine Learning Engineer with 4+ years of experience designing, building, and deploying large-scale ML systems with a strong focus on NLP, LLMs, and AI-powered chatbots.
I have hands-on expertise in training and fine-tuning transformer models (PyTorch, TensorFlow, Hugging Face), building MLOps pipelines with Docker, Kubernetes, and Airflow, and deploying models on cloud platforms (GCP, Azure). I thrive in cross-functional collaboration, translating business goals into measurable ML outcomes and continuously improving systems through monitoring and A/B testing.
- 3 years' experience
- Joined November 2025
Skills· 11
Languages
- EnglishAdvanced
- RussianFluent
Industry experience
- Software & Internet
- Professional Services
- Media & Entertainment
Work experience
Lead R&D of AI solutions across NLP and computer vision; designed and deployed ML services into microservice architecture; built robust ML pipelines and real-time inference endpoints; collaborated with backend engineers and clients to define business objectives and key results; implemented MLOps practices, A/B testing, and monitoring to ensure production reliability and scalability.
Data Scientist with Azure Fundamentals and Google Cloud Platform (GCP) ML/Data Engineer tracks; contributed to ML model development, data pipelines, and feature engineering for enterprise projects, including NLP/CV applications; collaborated on cloud-based ML workflows.
IT consulting ML engineer on Google client projects; designed and deployed large-scale ML systems, led R&D in NLP and computer vision, built end-to-end ML pipelines, implemented ETL/data workflows, and integrated ML services into microservice architectures for real-time inference. Led testing, optimization of SQL queries, and automated ML workflows using CI/CD tools.
Certifications and awards· 5
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