Puifai Santisakultarm
Senior Machine Learning Engineer @E.ON
Signup · Get unlimited contacts
WORK HISTORY
Senior Machine Learning Engineer @E.ON
Berlin, DE
I build scalable machine learning infrastructure on Azure and Databricks, designing end-to-end pipelines that process diverse data—weather, usage patterns, seasonality, and time-of-day—to forecast energy demand and renewable generation. I leverage these insights for the capacity reserves market and develop bidding strategies to optimize revenue. Additionally, I create AI-powered mobile tools for utility workers to analyze power distribution cabinet (Kabelverteilerschrank, KVS) images, automatically identifying connectivity, fuse type and size, and expansion potential, streamlining field operations.
EDUCATION
Portland Community College
Associate of Science - AS
Illinois Institute of Technology
B.S., Biomedical Engineering
Cornell University
Ph.D., Biomedical Engineering
SKILLS
ABOUT PUIFAI SANTISAKULTARM
ML scientist with a Ph.D. in Engineering. Experienced in big data using Python, Scikit-learn, Spark, Pandas, statistics, and machine learning. Outstanding communicator for technical and non-technical audiences. I use machine learning to solve complex data problems.Languages: Python, SQL, Spark, MatlabTools: Scikit-Learn, Pandas, Spark, Keras, Tensorflow, Pytorch, Seaborn, Matplotlib, Numpy, Jupyter Notebook, Git, AWS, S3, SageMaker, Docker, Lambda, Hugging Face, ETLTechniques: Machine Learning, XGBoost, Random Forest Classification, K-means Clustering, Deep Neural Network, Multilayer Perceptron, Multi-task Learning, Logistic Regression, Semi-supervised Learning, Synthetic Minority Over Sampling (SMOTE), Natural Language Processing (NLP), Bag-of-words, TF-IDF, Transformer, Text Embedding, z-test, ANOVA, Chi-square, Normality Test, Similarity Matrix, Non-parametric Tests, Large Language Model (LLM)
This profile is compiled from publicly available professional sources. Unifers is not affiliated with or endorsed by LinkedIn. Request removal of this profile.