基本信息
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职业迁徙
个人简介
I am a data science professional with expertise in machine learning, deep learning, natural language processing, and advanced predictive analytics. I hold a Master's degree in Artificial Intelligence and Data Science, where I graduated with Merit.
I have a passion for leveraging data to generate impactful business insights. As a Data Analysis Instructor, I engage students through comprehensive lectures focused on statistical analysis, machine learning theory and applications, and interactive data visualization using Python. I create informative course materials and provide personalized guidance to equip students with industry best practices.
Previously, I worked as a Product Development Engineer and Cost Analyst in the automotive industry. I conducted in-depth statistical analysis and modeling to identify cost optimizations and improve product profitability. I evaluated product designs for manufacturability, selected materials, and recommended data-driven improvements.
I have executed end-to-end machine learning projects involving classification, regression, clustering, computer vision, NLP, and more using Python. My projects have focused on predictive modeling for applications like supply chain optimization, resume screening, road accident prediction, and variable star evolution modeling. I have published comparative studies on automotive technologies in peer-reviewed journals.
I am proficient in Python, R, SQL, Pandas, NumPy, SciKit-Learn, Keras, TensorFlow, MATLAB, Tableau, and PowerBI. I have proven skills in handling large datasets, engineering features, model tuning, and communicating data insights effectively to stakeholders. I am passionate about leveraging my diverse data science expertise to drive innovation.
研究兴趣
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