Applied ML Engineer

Applied Machine Learning, Deep Learning, and AI Automation

Turning complex operational data into scalable, real-world intelligence.

4 years of data experience across retail, commercial, transport, finance, and energy sectors.

I build forecasting, advanced ML, and LLM-based automation systems that improve decision making and streamline operations. My work includes Siamese Transformers, CNNs, and XGBoost, supported by ETL development and SQL-driven ERP integration. With clear stakeholder communication and an economics background, I translate complex data into practical, real-world solutions.

MSc Data Science at University of Manchester, Distinction
MSc Computer Science (AI) at University of Nottingham, Distinction
BA Economics at Seoul National University, 1st (94.3/100)

msm1640@gmail.com | (+44)7442646421

Machine Learning

Forecasting, Anomaly Detection, XGBoost, scikit-learn

Machine Learning

Forecasting, Anomaly Detection, XGBoost, scikit-learn

Machine Learning

Forecasting, Anomaly Detection, XGBoost, scikit-learn

Deep Learning

PyTorch, Transformer, CNN, TensorFlow

Deep Learning

PyTorch, Transformer, CNN, TensorFlow

Deep Learning

PyTorch, Transformer, CNN, TensorFlow

NLP & AI

GPT Models, RAG, LLMs, LangChain

NLP & AI

GPT Models, RAG, LLMs, LangChain

NLP & AI

GPT Models, RAG, LLMs, LangChain

Data Visualisation

Tableau, Power BI

Data Visualisation

Tableau, Power BI

Data Visualisation

Tableau, Power BI

Data Engineering

Data ETL, PySpark, Parquet, Pandas, NumPy

Data Engineering

Data ETL, PySpark, Parquet, Pandas, NumPy

Data Engineering

Data ETL, PySpark, Parquet, Pandas, NumPy

Programming

Python, R, Java, Git

Programming

Python, R, Java, Git

Programming

Python, R, Java, Git

Database & Cloud

Microsoft SQL Server (T-SQL), MySQL, MongoDB, AWS

Database & Cloud

Microsoft SQL Server (T-SQL), MySQL, MongoDB, AWS

Database & Cloud

Microsoft SQL Server (T-SQL), MySQL, MongoDB, AWS

Business Automation & ERP

n8n, T-SQL Automation, Excel VBA, SAP Business One

Business Automation & ERP

n8n, T-SQL Automation, Excel VBA, SAP Business One

Business Automation & ERP

n8n, T-SQL Automation, Excel VBA, SAP Business One

Environmental Analysis

QGIS, Flood Modeller

Environmental Analysis

QGIS, Flood Modeller

Environmental Analysis

QGIS, Flood Modeller

Commercial & Retail

Commercial & Retail

Commercial & Retail

Finance

Finance

Finance

Energy Project Management

Energy Project Management

Energy Project Management

Public Relations

Public Relations

Public Relations

Soomin Myung

Soomin Myung

Soomin Myung