![Mark Kennedy](https://jobicy.com/react/themes/app/images/avatar.jpg)
Mark Kennedy

# Machine Learning Engineer

Actively looking · Member since 8 Aug 2025 [Message](https://jobicy.com/dashboard-page.md)

ShareLocationIrelandDesired salaryUnspecifiedWork preferenceFull TimeExperience levelNot set
* [Overview](#overview)
* [Portfolio 0](#portfolio)
* [Services 0](#services)

## About

Professional summaryI am a passionate Machine Learning Engineer with over 8 years of experience across fintech, trading, blockchain, web3, and e-commerce. My specialization lies in LLM-based pipelines, RAG, agentic workflows, and PEFT techniques like QLoRA. I have proven expertise in building scalable, production-grade MLOps pipelines using AWS, enhancing model performance, deployment, and monitoring, while also improving recommendation systems and ETL data pipelines. I have experience implementing Model Context Protocol (MCP) infrastructure to enable dynamic, real-time context sharing between models for more efficient, adaptive AI-driven solutions. My professional journey has allowed me to develop a robust skill set that includes designing and developing MLOps pipelines, integrating real-time data, and building ensemble forecasting systems. I am committed to leveraging my skills to contribute to innovative AI solutions.

## Skills

19 capabilities[AWS](https://jobicy.com/talent/aws.md)[CI CD](https://jobicy.com/talent/ci-cd.md)[Django](https://jobicy.com/talent/django.md)[Docker](https://jobicy.com/talent/docker.md)[GitHub](https://jobicy.com/talent/github.md)[Grafana](https://jobicy.com/talent/grafana.md)[Java](https://jobicy.com/talent/java.md)[JavaScript](https://jobicy.com/talent/javascript.md)[Kafka](https://jobicy.com/talent/kafka.md)[Kubernetes](https://jobicy.com/talent/kubernetes.md)[Machine Learning](https://jobicy.com/talent/machine-learning.md)[Microservices](https://jobicy.com/talent/microservices.md)[PostgreSQL](https://jobicy.com/talent/postgresql.md)[Python](https://jobicy.com/talent/python.md)[Redis](https://jobicy.com/talent/redis.md)[Scrum](https://jobicy.com/talent/scrum.md)[SQL](https://jobicy.com/talent/sql.md)[TensorFlow](https://jobicy.com/talent/tensorflow.md)[Terraform](https://jobicy.com/talent/terraform.md)

## Experience

Career history

### AI | Blockchain Engineer · Codiste

03/2023 – 05/2025Designed and developed a robust, scalable MLOps pipeline from data ingestion to model deployment using MLflow and Kubeflow on an AWS EKS cluster. Implemented RAG pipeline for a Crypto Trading AI Multi-Agent and integrated real-time data pipeline and building an ensemble forecasting system with LSTM, Prophet, and ARIMA.

### Machine Learning Engineer · Eve Sleep

09/2020 – 02/2023Developed and maintained a vector search-based recommendation system on AWS using Elasticsearch, resulting in a 15% increase in customer engagement and a 12% increase in sales.

### AI Software Engineer · Capgemini

04/2019 – 08/2020Designed and launched an e-commerce web application on AWS, integrating multiple third-party APIs to enhance product listings, payment processing, and customer support services.

### Full Stack Developer · IC Plus

01/2018 – 04/2019Participated in the development of SaaS platforms, an ecosystem, and payment systems using Scrum-based Agile methodology with Test-Driven Development (TDD).

## Education

Learning history

### Technological University Dublin

04/2012 – 11/2017Master's Degree in Computer Science

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