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.

Open-source, local-first research calculator for AI adoption economics, workforce capacity, and organizational design.

Talent intelligence library for semiconductor and AI recruiting - interactive guides, market maps, leadership briefs

Скрипт анализирует соотношение планового и фактического (либо прогнозного для будущих дат) рабочее время косметологов, рассчитывает коэффициент загрузки сотрудников и формирует историю слепков расписания. Используется для нормирования труда, прогнозирования потребности в человеко-часах и планирования загрузки отделения косметологии.

Autonomous workforce planning system using XGBoost, LangGraph, guardrails, and supervisor-led VET/VTO staffing recommendations with traceable decision support.

A leadership judgment game about team composition You're a new leader with a budget and a pool of candidates. Build your team of 5, face a series of real workplace scenarios, and find out what your choices actually reveal about your judgment. Inspired by Jim Collins' Good to Great and Tasha Eurich's research on leadership self-awareness.

Comp Decoder is a compensation analysis tool that translates raw offer numbers — base, bonus, equity, benefits — into a clear picture of total compensation, market positioning, and negotiation leverage.

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.

M&A Leadership Simulator puts players in the seat of a leader navigating the human side of a merger — integration decisions, cultural friction, communication timing, and the moments where the deal that looked good on paper starts to unravel in the hallway.

The Team Dynamics Puzzle is a lightweight, interactive demo designed to help leaders think differently about team composition. Instead of focusing on job titles or seniority, it explores how role balance and context shape team effectiveness.

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

Splitting of groups with equivalent averages based of list of names and scores

Eightfold AI — talent intelligence platform (deep learning)

Browser-based talent intelligence platform for signal tracking, sourcing analytics, and workforce strategy.

Streamlit application for workforce optimization. Compares dual staffing models, simulates overtime cost exposures, and calculates census-driven breakeven points.

Warehouse labor planning workforce scheduling

Synthetic strategic HRBP lab across life sciences, technology, and engineering, demonstrating workforce strategy, org design, executive coaching, leadership diagnostics, succession planning, and change readiness through surveys, Python analysis, dashboards, decision memos, and implementation roadmaps.

A secure Streamlit resource planning app with weekly and monthly task scheduling, Neon Postgres persistence, role-based user management, task-level audit trail, SMTP notifications, and capacity-demand analytics dashboards.