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Hello,I'm

Siriluk Abelson

Data Scientist | Research Scientist

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About Me

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Experience

3+ years
Data Scientist and Research Scientist

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Education

B.Sc. Chemistry
M.Sc. Chemistry
PhD Computational Chemistry

I’m a Data Scientist and Research Scientist with over three years of experience in advanced machine learning, statistical modeling, and computational simulations. With a background in both industry and academia, I specialize in developing scalable machine learning models and optimization algorithms that drive innovation and support strategic decision-making. My work has significantly improved electronic device performance, particularly in semiconductor formulation design, and I have authored multiple high-impact publications. I’m proficient in Python, SQL, Power BI, cloud-based model deployment, and communicating complex insights to non-technical audiences. I’m passionate about leveraging data to solve real-world problems, from healthcare to advanced materials science. My expertise spans a broad range of machine learning models, data visualization techniques, and computational chemistry research.

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Experience

Skills

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Data Analytics & visualization

Advanced

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Data Preprocessing & Statistical Analysis

Advanced

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Feature Selection & Engineering

Advanced

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Cloud-based & ML deployment

Intermediate

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Machine Learning & Deep Learning

Advanced

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Computational & Quantum Chemistry

Advanced

Programming Languages and Tools

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Python

Advenced

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SQL

Intermediate

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Bash

Advanced

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Linux/Unix

Intermediate

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HPC

Advanced

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AWS

Intermediate

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Power BI

Intermediate

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Scikit-Learn

Advanced

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Tensorflow

Advanced

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Browse My Recent

Projects

Project 1

Marketing Campaign Analysis with Python

Project 2

Health Insurance Premium Prediction

Project 2

Hospital Staffing Prediction

Project 3

Malaria Detection with Deep Learning (CNN)

Project 4

Shinkansen Bullet Train Passenger Satisfaction Prediction (hackathon)

Project 5

Online Food Ordering Customer Feedback Prediction

Project 2

Credit Risk Modeling For Loan Approval

Project 6

Travel Plan Generator with LLM

Project 7

Hotel Cancellation Prediction (AWS Deployment)

Project 8

Advanced Sale & Finance Analysis

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Publications

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