Challenge 4
HCD Action Console built a full Human‑Centric Data Action Console combining secure data capture, analytics APIs and role‑based dashboards to monitor team wellbeing and performance during the Hackathon. The solution supports both a portfolio view for organisers and a team‑level view for participants, with optional AI‑assisted insight generation.
Please be aware that this content was generated follwing an automated review so may not be perfectly accurate; refer to the original challenge brief and team files for authoritative information
Enables earlier detection of stress, disengagement and declining performance across teams, supporting faster, targeted interventions and reducing the risk of unnoticed team burnout or delivery failure.
Solutions/team-4b/backend/app.py: Backend API exposing portfolio‑level and team‑level HCD analytics endpoints.Solutions/team-4b/backend/services/portfolio_manager.py: Generates portfolio dashboard insights such as health trends, alerts and support signals.Solutions/team-4b/backend/services/team_view.py: Prepares team‑specific wellbeing, cognitive load and performance metrics for dashboards.Solutions/team-4b/db/ai_insights.txt: Example AI‑generated portfolio insights summarising behavioural and performance patterns.
team: HCD Action Console members: tbc topics: solution-centre, hack27, challenge4, fastapi, python, streamlit, pandas, llm, ollama, human-centric-data, dashboards, portfolio-oversight, team-behaviour, performance-insight technologies: FastAPI, Python, Streamlit, pandas, LLM, Ollama