About Me
I am a data scientist and a chemical/energy engineer. I have completed a master’s degree in IT for Energy at Technical University of Berlin.
I received a B. Eng. in chemical and biological engineering from National Institute of Technology, Ube College in Japan.
I am open and keen to learn new technologies to improve quality of life! I research energy using data analysis and machine learning algorithms.
Education
- M.Sc. in Information Technology for Energy
- 2018 - 2020 · Technical University of Berlin, Germany
- Thesis: The forecast and impact of day-ahead electricity price in Germany.
- B. Eng. in Advanced Course of Chemical and Biological Engineering
- 2016 - 2018 · National Institute of Technology, Ube College, Japan
- Assoc. Eng. in Chemical and Biological Engineering
- 2008 - 2013 · National Institute of Technology, Ube College, Japan
Skills and Languages
Python
Machine and Deep Learning
Data Analysis and Visualization
MySQL and NoSQL (MongoDB, Neo4j, Redis)
Matlab
Chemical/Biological Laboratory Experience
Japanese
English
Online Course & Guide Project Certificates
- Introduction to Amazon Web Services (AWS)
- Coursera Project Network
- Machine Learning
- Stanford University on Coursera
- Analyzing Data with Python
- IBM on edX
- SQL for Data Science
- IBM on edX
Interests
- Machine/Deep Learning
- Renewable Energy
- Smart Grid
- Bioinformatics
- Robotics
Academic Papers & Presentations
2020. K. SHIGENO, S. KANEKO, et al. Low-Temperature Sintering of Gahnite Ceramic Using Cu-Nb- O Additive and Evaluation of Dielectric and Thermal Properties. Journal of Electronic Materials, Vol.49, pp.6046–6054.
2019. K. SHIGENO, T. ASAKAWA, Y. KURAOKA, S. KANEKO and H. FUJIMORI. Low tempera- ture Sintering Mechanism, Dielectric, and Thermal Properties of CuO − TiO2 − Nb2O5 containing Al2O3 Ceramics Featuring Superior Thermal Conductivity”. Transactions of the Materials Research Society of Japan, Vol.44, Number 5, pp.203-210.
2017. S. KANEKO, K. SHIGENO, et al. Improvement in Dielectric Properties of Low Temperature Sintered Alumina Containing a Small Quantity of Cu-Nb-O Additive by Substitution of Titanium Dioxide. JSPM International Conference on Powder and Powder Metallurgy 60th Anniversary (JSPMIC2017).
2016. S. KANEKO, K. SHIGENO, et al. Solid-State-Activated-Sintering of Alumina Containing a Small Quantity of Cu-Ti-Nb-O Additive. 19th student meeting of the Society of Chemical En- gineers, Japan, O24, Osaka University.
2013. S. KANEKO, K. MIYOSHI and K. FUKUCHI. Measurement and correlation of infinite dilution activity coefficient for alcohols in ethylene glycol. 15th student meeting of the Society of Chemical Engineers, Japan, I01, The University of Kitakyushu.
Experiences
- Research Internship
- Mar. 2017 · Harbin Institute of Technology, China
- Identifying cheap syntheses of Medetomidine, which can prevent erosion of metals.
- Research Internship
- Aug. - Sep. 2016 · Nanuang Polytechnic, Singapore
- Determining a process in which waste cooking oil converts into bio-diesel.
Designing a pilot plant based on the process.
- Chemical and plant engineer
- Apr. 2013 - Oct. 2015 · Nippon Shokubai Co., Ltd., Japan
- Operating 4 of the chemical company’s plants for 6 months.
Designing, building and implementing a new chemical plant for 2 years.