what-if-analysis

Notebook gallery and issue tracking for Atoti

Python Market Simulation Engine Built on top of Generative AI

This Grafana panel is a powerful tool for conducting What-If predictive analysis with Artificial Intelligence models, with a special focus on Machine Learning

Source code for my research: PM2.5 Density Prediction based on a Two-Stage Rolling Forecast Model using LightGBM

Strategic Dashboard supporting decision-makers managing Quality Requirements, the RESTful API documentation is available at the next URL

Explaining Trees (LightGBM) with FastTreeShap (Shapley) and What if tool

This repository contains information regarding the H2020 Project Q-Rapids and its components

DuckDB extension for Git-like database branching. Create isolated scenarios for what-if analysis with copy-on-write storage, diff comparisons, and audit trails.

AI-powered smart farming system for crop yield & price prediction, nutrient optimization with what-if analysis, and CV-based deficiency detection

This repository serves as a showcase of the skills I've acquired through Datacamp's "Data Analysis in Excel" course.

Professional Excel training workbook covering 7 powerful functions — Goal Seek, Data Validation, Scenario Manager, Name Manager, Advanced Filter, Dependable Dropdowns & INDIRECT

Mortgage Dataset analysis using Tensorflow and What-If Tool on Google Cloud Platform

Sales analytics case study built with Power BI, featuring advanced DAX, time intelligence (MoM, YoY, YTD), what-if analysis, tooltips, drillthrough, bookmarks, and role-based views.

FlowBoard generates self-contained HTML delivery dashboards from Jira data, with sprint health, capacity, epic progress, risk detection, blockers, dependencies, and what-if simulations.

Open-source MIT-licensed multi-agent LLM-driven simulation of the AI startup ecosystem — a what-if scenario tool for investors, VCs, and strategists

Implemented What-If Analysis (Goal Seek) in java

Operations Research & Excel Solver projects — EOQ inventory optimization, LP product mix, transportation network modelling, and portfolio risk-return optimization using GRG Nonlinear and Simplex LP engines.

Plotly Dashboard for calibrating WOFOST 7.2

A high-performance marketing audit tool built with PostgreSQL and Power BI. Features dynamic bid sensitivity modeling (What-if analysis) and automated data QA to optimize daily Yandex Direct performance at scale (260k+ rows).

An enterprise-grade, PowerBI-style interactive sales command center built in HTML/CSS/JS and powered by an automated Python data pipeline processing 105,000+ transactions. Features linear forecasting, What-If simulation modeling, and an interactive AI Copilot.