Optimize Workforce Planning using Linear Programming with Python

Your team's AI coworker. Mention @iwan in Slack and get instant answers about who's available, what was decided, and how the team is allocated.

A bare bone implementation of Erlang C in Python. No external modules/libraries we're used. Everything was derived directly from the formula.

Simulated operations case study comparing 4x10 vs 6x6-7 workforce allocation for throughput stability, backlog control, and labor-cost efficiency.

CPFR collaborative planning replenishment

Interactive workforce decision intelligence demo. Built in 24 hours to simulate global workforce change before execution.

Warehouse labor planning workforce scheduling

Workforce demand forecasting model for Nissan dealerships — time series analysis and predictive modeling (TCS project)

Warehouse labor productivity analytics with engineered standards

Workforce planning service with demand forecasting, labor optimization, shift management, and staffing recommendations

スキルと稼働量に基づいて最適アサインを行うツール / Skills & capacity–aware auto assignment tool (Python/Streamlit)

AI-driven manufacturing capacity planning — demand-supply matching, bottleneck prediction, investment scenario modeling, and workforce optimization

Time series modelling and FTE planning based on loan application data from a Big 4 Australian bank

Warehouse labor shift scheduling with demand-driven staffing

Retail Demand & Staffing Optimizer (v1) — FastAPI + Postgres backend that forecasts demand (store × SKU) using moving-average models and generates staffing plans to meet service-level targets. Includes Alembic migrations, Docker Compose, seed data, CI, Postman collection, and demo scripts.

Interactive workforce planning tool headcount forecasting, scenario analysis, hiring velocity, and cost projection

Workforce Planning: Developing Smart AI-driven Schedule Optimizers

Supplier collaboration and information sharing benefit simulator

Competency-based L&D framework and 5-year career roadmap for AWS Data Engineers, integrating job analysis and measurable success metrics.

Professional portfolio showcasing HR and People Analytics dashboards focused on workforce planning, attrition analysis, and operational performance using Excel and Power BI.