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Stock Portfolio Optimization: Predictive Analytics & Risk Management

Stock Portfolio Optimization: Predictive Analytics & Risk Management

Python
Pandas
Statsmodels
YFinance
Julia
Sci-kit Learn
NumPy
Advanced portfolio optimization using time series forecasting and modern portfolio theory to maximize returns while minimizing risk for a $1M investment portfolio.
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SLB NLP Analysis: Advanced Item Categorization for Cost Optimization

SLB NLP Analysis: Advanced Item Categorization for Cost Optimization

Python
Pandas
Sci-kit Learn
BERT
RegEx
NumPy
PyTorch
Matplotlib
Advanced Natural Language Processing analysis for SLB's technical documentation, focusing on extracting insights from well drilling industry reports and research papers.
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Interactive Bus Stop Lighting System: Multidisciplinary Urban Design Solution

Interactive Bus Stop Lighting System: Multidisciplinary Urban Design Solution

Collaborative four-stage project designing an innovative interactive lighting system for bus stops, addressing disorientation and overcrowding through user-centric engineering and design thinking.
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Solar Powered Food Drying System: Sustainable Solution for Food Waste Reduction

Solar Powered Food Drying System: Sustainable Solution for Food Waste Reduction

Designed and built FooDRIE, a solar-powered food dryer addressing Singapore's 665,000 tonnes/year food waste problem, achieving 91% solar availability and 85% moisture reduction.
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