Sparsha Chandraghatgi

Conducted on-site observational studies and participant surveys across Singapore to analyse and visualise behavioural data. Synthesised evidence-based insights to inform research outcomes related to user behaviour and spatial/environmental contexts.

Mentored 8+ secondary school students through an industry-partnered design challenge focused on electronics and sustainability. Facilitated a 4D design process (discover, define, develop, deliver) using user research, sketching, low-fidelity prototyping, 3D modelling, and 3D printing to develop spatial concepts for real briefs related to energy and everyday user experience. Coached students in presenting outcomes to industry judges; the mentee team placed in the top 10 of 25+ teams and received a Letter of Recommendation.

Developed a GPT-based AI grading and feedback tool for design submissions to reduce manual review time and improve grading consistency. Created a Miro-based submission and review system enabling structured critique, version tracking, and collaborative feedback for students.