About Me
I am an AI/ML engineer dedicated to transforming complex data into actionable insights and intelligent systems. My passion lies in developing robust, interpretable, and scalable predictive and classification models that address real-world challenges, particularly within the engineering and healthcare sectors.
My journey into AI and machine learning was driven by a deep curiosity about how data-driven systems can solve complex engineering challenges. Over nearly a decade, I have gained hands-on experience across the full ML lifecycle — from data collection, cleaning, and preprocessing to model development, evaluation, and real-world deployment. I have applied these skills in domains ranging from civil engineering to health diagnostics and smart agriculture. I am proficient in Python, R, MATLAB, and tools such as scikit-learn, TensorFlow, ArcGIS, and QGIS.
Experience
AI/ML Engineer and Postdoctoral Fellow
Geo Innovation Rsesearch Lab | 2022 - 2023
Developed AI models for optimized design and evaluation for ground improvement techniques in civil engineering. Built scalable ML pipelines using Python and MATLAB with GIS integration. Deployed models in collaboration with engineering teams for real-world infrastructure projects.
PhD and AIML Researcher
Chonnam National University | 2018=2022
Conducted in-depth analysis of geotechnical and environmental data to uncover spatial and temporal trends. Developed proof-of-concept ML models for risk classification and site assessment. Presented insights through clear visualizations and technical reports for engineering stakeholders.
Skills
Technical Skills
- Languages: Python, SQL, [Other]
- ML Frameworks: Scikit-learn, TensorFlow, PyTorch, XGBoost
- Platforms: AWS, GCP, Azure, Docker, Kubernetes
- Data Handling: Pandas, NumPy, Spark
Domain & Methodologies
- Predictive Modeling, Classification, Regression
- Feature Engineering, Model Evaluation
- Computer Vision, NLP (if applicable)
- Healthcare AI, Industrial AI
- MLOps, Agile Development
Curriculum Vitae
Download my CV for more details on my background and accomplishments.
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