Mayuresh Oak
Llm Engineer @Unilever
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WORK HISTORY
Llm Engineer @Unilever
Toronto, ON, CA
Engineered the Planning Agent and specialized Utility Agents using a Plan-and-Execute strategy for complex task decomposition- Developed autonomous agents for data aggregation, creating actionable strategies with a custom Optimizer for bid parameter refinement- Implemented an MLflow observability layer to enhance system performance through visibility into agent reasoning traces and latency.
EDUCATION
University of Mumbai
Bachelor of Engineering (BE), Electrical, Electronics and Communications Engineering
Rochester Institute of Technology
Master's degree, Computer Engineering
SKILLS
ABOUT MAYURESH OAK
Machine learning engineer specializing in Agentic AI and LLM-based automation, with over 8 years of experience in developing machine learning algorithms, speech, and Natural Language Processing (NLP). Proficient in programming languages such as Python, Java, and C++, as well as machine learning frameworks like TensorFlow, PyTorch, and Keras. I have received Canadian Permanent Residency, making me legally eligible to work in Canada.
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