Data Science Projects
My Data Science Exploration Journal
My GitHub of Learning Record of Data Science. This repository stands as a vibrant diary of my adventures in navigating the complexities of data, recording my commitment to dissecting and employing data analytics for crafting insights and bolstering data-driven decision-making.
Motivation
We live in an age where data burgeons endlessly, encapsulating untold stories and untapped potential. Data Science sits at the crossroads of statistics, analytics, and machine learning, like a lighthouse for those of us drawn to the stories hidden in rows and columns of data. It's this exciting mix of exploration and invention, the chance to transform raw numbers into insights that can guide strategic moves, that really lights my fire.
Collection of Projects
My portfolio showcases a range of projects from exploratory data analysis and machine learning to predictive analytics. Each project has not only honed my analytical skills but also deepened my understanding of how data can be used to solve real-world problems.
CTCI's Projects
台中複循環電廠統包工程
Role Title：Project Cost Engineer
As a Project Cost Engineer, my role involves rigorously monitoring project expenditures, encompassing material procurement, contracting, budgeting, unit cost analysis, and Estimate At Completion. Collaborating with experts across various fields such as electrical, instrument, civil ,piping, and equipment engineering is crucial for accurate cost estimation. Additionally, projecting cash flow is essential. This role requires the ability to analyze information from various fields comprehensively, safeguarding the project's financial health and overall success.
台中發電廠1~10號機供煤系統改善工程
Role Title：Project Schedule Engineer
As a Project Schedule Engineer, my responsibility includes managing project timelines and scheduling work tasks, discussing construction sequences and potential challenges with the construction department. Recent years have seen projects impacted by pandemics, wars, and local labor shortages, leading to delays. This necessitates negotiations with clients for extensions of time (EOT), in collaboration with the contract management department, requiring manpower analysis and calculation of extended days. In this capacity, a keen analytical aptitude is essential for managing projects effectively and engaging with stakeholders.