Gagandeep K S

Managed inventory planning and stock ordering, coordinating with suppliers to align availability with weekly demand and event schedules Coordinated guest flow and staff scheduling during high-volume service, maintaining operational efficiency under pressure Built cross-cultural communication skills serving an international clientele across language barriers Entered the Ramsbury Martini Challenge 2025, demonstrating initiative beyond standard role requirements

Built Regression, Decision Tree, and K-Means models with preprocessing pipelines and visualizations to support internal reporting Monitored model performance metrics and supported data quality checks across analytics projects

Supervised a team of 15-20 laborers on an active residential site, planning daily work assignments based on CAD drawings and project timelines Managed material procurement and supplier coordination, reporting quantities and costs to the main contractor Tracked daily labor attendance, material consumption, and expenses, flagging quality issues through structured reporting

Monitored image classification outputs (TP, TN, FP, FN) for an automated trash segregation system for a UK-based waste processing client Managed Excel-based data entry and tracking to support model evaluation and reporting

Planned and optimized daily delivery routes across 382 service points, managing 3 field teams to maximize coverage Tracked daily food quantities per service point against government allocations, reporting to CDPO, ACDPO, and logistics supervisor Coordinated real-time communication across field teams, government bodies, and 382 service point contacts Monitored and reported daily operational costs, including labor, fuel, and expenses across all three teams

Thesis: User Perception and Ethical Considerations for AI-Based Mental Health Prediction from Social Media Text. Systematic review examining algorithmic bias, informed consent, data privacy, and responsible AI deployment in clinical contexts.