Ezra H.
Innovating at ESCL, I leverage Data Science to solve energy challenges while navigating the frontier of Quantum Computing.
//About Me
Bridging Science & Innovation
My journey sits at the intersection of classical data science and the quantum future. As a researcher at ESCL, I apply machine learning to optimize battery technologies, while my academic curiosity drives me to explore the probabilistic world of Quantum Computing.
I don't just analyze data; I seek to understand the fundamental mechanics of the systems that generate it—from the chemical reactions in a battery cell to the superposition of qubits.
//Expertise
Combining a Master's in Electrical Engineering with advanced Data Science to solve complex physical problems.
Engineering Analytics
Applying statistical methods to electrical systems, minimizing signal noise, and optimizing battery performance metrics.
Machine Learning
Developing predictive models for non-linear physical systems, estimating state-of-health, and anomaly detection.
Embedded & Cloud
Bridging the gap between hardware sensors and cloud analytics for real-time monitoring solutions.
0x02 Technical Proficiency
Languages & Signals
Frameworks & Tools
//Experience
Research Intern
•ESCL Chungnam National UniversityApplying Machine Learning and Deep Learning algorithm to predict Battery State Estimation
Data Annotator (Apple Project)
•Telus DigitalStudent Ambassador
•Cheongju University International AffairsSocial Media Specialist
•Cheongju University International Affairs//Featured Projects
//Interactive Demo
Live demonstrations of my work in production. Fully functional applications showcasing real-world data science implementations.
Lead Scoring Pipeline
Production ML pipeline for predicting customer conversion probability. Features real-time predictions with a Flask API and interactive web interface.
AI Chatbot Platform
Custom fine-tuned language model deployed on RunPod infrastructure. Demonstrates end-to-end ML model training, deployment, and serving.
//Recognition
Certifications
Machine Learning Specialization
Google Advanced Data Analytics
IBM Data Science Professional
IBM Applied Data Science
HKUST Python & Statistics
Awards & Honors
Grand Prize
Patent Big Data Analysis
Excellence Award
Patent Data Visualization
Excellence Award
IP-R&D Competition
//Contact Protocol
Interested in discussing Quantum Machine Learning, Data Science architectures, or potential collaborations? Initialize a connection below.