HR Analytics Intelligence Platform
A Streamlit HR analytics prototype rebuilt into a Python analytics application and mirrored inside this Cloudflare portfolio as a polished browser sandbox. The project brings together dashboarding, predictive HR analytics, exploratory analysis, offline Local AI, and optional Groq-assisted insight generation.
Application flow
The build follows the same logic as the Python analytics app: load data, filter automatically, generate visuals, explore relationships, run HR predictions, then ask AI-style questions against the active data.
Use sample files or upload CSV data.
Checkbox selections update the dashboard instantly.
Auto charts, KPIs and insights are built from the selected dataset.
Flight risk, headcount forecast, pay equity and chart builder.
Local AI answers with tables and visuals; Groq adds narrative depth.
Modules included
Each module is intentionally positioned as a portfolio-ready product area, not just a code demo.
📊 Executive HR View
Active dataset selection, checkbox filters, KPI cards, auto-generated insights, auto charts, summary statistics and raw data preview.
🔮 HR Predictive Analytics
Flight Risk scoring, Headcount Forecast and Pay Equity review with clean KPIs, risk tiers, feature views and exportable tables.
🔧 Self-Service Analysis
Group-by, metric, aggregation, chart type, optional colour dimension and scatter Y-axis controls for flexible analysis.
💬 Local AI
Rule-based assistant that interprets HR questions, selects the right dataset, detects intent and returns text, table and visual outputs.
🤖 Groq AI
Optional Groq assistant workflow for executive summaries, root-cause interpretation, recommendations and deeper people analytics narratives.
☁️ Cloudflare + Flask
Static browser sandbox for Cloudflare Pages, structured to demonstrate the converted analytics product without exposing backend package downloads on the public page.