Mark Kennedy
Mark Kennedy

Machine Learning Engineer

Actively looking · Member since 28 Apr 2025
Message
Location
Ireland
Desired salary
from 30 USD/hourly
Work preference
Contract
Experience level
Not set

About

Professional summary

Passionate Machine Learning Engineer with over +8 years of experience and deep expertise across industries including fintech, trading, web3, and e-commerce. Proven ability to design, develop, and deploy LLM-based pipelines, leveraging advanced patterns such as Retrieval-Augmented Generation (RAG), agentic workflows, and parameter-efficient fine-tuning (PEFT) techniques like LoRA and QLoRA, along with distributed training strategies. Skilled in data engineering, model design and evaluation, with a strong track record of improving recommendation systems and driving user engagement. Extensive hands-on experience with MLOps, especially on AWS, focusing on building scalable, production-grade pipelines that support robust model training, deployment, and monitoring.

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3 capabilities

Experience

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