Open to opportunities

Yuji Oshima

@yujioshima

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Machine Learning Engineer with over 8 years of experience

Ireland

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What I'm looking for

Looking for a challenging role that leverages my machine learning expertise to drive innovation and growth, with opportunities for professional development and collaboration with cross-functional teams.

As a seasoned Machine Learning Engineer with a robust background in Large Language Models, Natural Language Processing, and Generative AI, I leverage my technical skills and experience to drive innovation and deliver impactful solutions in the field of machine learning. With a strong command of popular machine learning libraries including PyTorch and TensorFlow, I am committed to streamlining machine learning workflows and addressing complex business challenges across various industries.

Throughout my professional journey, I have developed and implemented machine learning algorithms, designed and developed MLOps pipelines, and fine-tuned models to improve performance. My expertise in programming languages such as Python, C++, and Scala has enabled me to work efficiently with cross-functional teams and deliver scalable solutions.

I am passionate about staying updated with the latest advancements in MLOps and machine learning, and I am excited to collaborate with like-minded professionals to drive innovation and growth in the industry.

Experience

Work history, roles, and key accomplishments

MLOps Engineer

Tredence

Apr 2023 - Apr 2024 (11 months)

Designed and developed a scalable MLOps pipeline from data ingestion to model deployment using Kubeflow, MLflow, and SeldonCore. Improved system security with RBAC and integrated a service mesh. Automated ETL data pipelines and developed a RAG chatbot, enhancing machine learning workflows.

MLOps Kubeflow MLFlow Apache Airflow Kafka Spark AWS

AI Developer

Mercari

Apr 2019 - Mar 2023 (3 years 11 months)

Developed a vector-search-based recommendation system on AWS, leading to increased customer engagement and sales. Built MLOps pipelines and fine-tuned models for various applications, including anomaly detection and NLP tasks, significantly enhancing operational efficiency.

AWS Elasticsearch MLOps Amazon SageMaker NLP TensorFlow Tableau SQL Anomaly Detection

Backend Developer

ShipBob

Apr 2017 - Mar 2019 (1 year 11 months)

Developed a serverless architecture using AWS Lambda and API Gateway, managing AWS infrastructure for high availability. Built back-end applications with Node.js and enhanced e-commerce search capabilities, improving user experience and data security.

AWS Lambda API Gateway Node Express Algolia Salesforce

Education

Degrees, certifications, and relevant coursework

University of the West

Certification, Machine Learning

2021 - 2021

Achieved Global Machine Learning Certification, enhancing skills in machine learning methodologies and applications.

Columbia University

Master's Degree, Computer Science

2011 - 2017

Grade: 3.6

Master's Degree in Computer Science with relevant coursework in Algorithms and Data Structures, and Machine Learning. Conducted research on Tensor Decomposition and its application in Deep Learning.