Foundations of Data Science (Data 8)

Proposal for ASCE Sustainable Solutions Competition, 23-24 : "Waterfront Revitalization" in- Design conceptualization, rendering and visualization- Occupant wellbeing, environmental simulations - Stormwater and flood protection analysis

- Data cleaning, EDA and interactive visualization in Python for building science hygrothermal analysis validation study, including the use of clustering techniques to identify building HVAC and occupancy states, and defect repair analysis and tracking.- Preparation of design deliverables including RFI responses. construction specifications and as-built drawings- Reconnaissance on existing buildings, construction monitoring, and development of field reports for building enclosure components, including below-grade waterproofing, cladding, and windows

- lntegrated environmental modelling for solar and windflow analysis at precinct and town scale, applying data-driven approaches to set boundary conditions and study scenarios. - Use of in-development environmental tool to support research in evaluating UHI mitigating strategies, and to perform data analysis for in-situ validation against deployed sensors. - Proposal of new interface design with Figma.

- Littoral deterrence and screening operations, station weapon/ live ammunition management and RHIB manoeuvring tactics, training and maintenance.