Key Learnings :
Mastered core concepts in data analytics and ML.
Recreated RapidMiner workflows in KNIME to bypass software restrictions.
Proved that strong data logic is more critical than the specific tools used.
Key Learnings :
Data Pipelines & Delta Lake: Built reliable ETL workflows using Lakeflow and Delta Lake for ACID transactions.
Medallion Architecture: Applied Bronze, Silver, and Gold layers to systematically improve data quality.
Governance & Orchestration: Managed data security via Unity Catalog and automated tasks using Lakeflow Jobs.
Key Learnings :
Developed an AI model using high-dimensional financial data to predict long overdue debtors.
Conducted feature analysis to uncover actionable insights into customer risk patterns.
Experimented with modern ML techniques, including CatBoost and AutoGluon, to compare predictive models.
Key Learnings :
Collaborated with teammates from diverse universities and backgrounds.
Built and connected server components in a data-center environment.
Used Command-Line Interface to complete technical challenges under time pressure.
Improved fast problem-solving and teamwork skills in a competitive setting.
Key Learnings :
Learned the complete end-to-end process of UX and UI design
Applied this knowledge in a Final Project, where I designed the UI for a POS application.
Key Learnings :
Gained hands-on experience with Huawei Cloud, including basic setup and usage of services such as EVS and ECS.
Key Learnings :
Reviewed fundamental Python concepts and learned to use Python for data processing.
Key Learnings :
Learned how to develop effective, practical, and sustainable innovations, and how to interpret problem statements deeply through analysis of various components, such as stakeholders.
Key Learnings :
Gained hands-on experience in areas I had never studied before, such as business analysis, collaborated with students from other faculties, and applied my own expertise to design ideas for new innovations.
Key Learnings :
Learned HTML and CSS independently and through peer-to-peer learning with friends, and built a portfolio website using HTML, CSS, and JavaScript.