soccer video detection ai agent using YOLO, HRNET, OSNet model for team reidentifiaction, field keypoint detection, ball detection, ROI detection

SDK to track cost-per-outcome for AI workflows

The FAST ROI library is useful for quickly extracting the coordinates of a rotating rectangular ROI

Dynamic Power BI dashboard for marketing campaign performance monitoring and ROI analysis

🌾 AI-powered smart agriculture decision support system using machine learning 🌱🤖 and real-time APIs, built with PHP for crop disease detection, AI-based treatment planning, ROI statistics, and real-time market data, with admin management and dataset model training. Stored in a database and csv, Mysql.

Analyzed marketing campaign performance to identify high-ROI customer segments, reduce wasted spend, and improve targeting decisions using data-driven insights.

Pipeline to analyze eye tracking data from SR reasearch data files

A comprehensive, open-source framework to help organizations calculate and justify the Return on Investment (ROI) for Generative AI projects across any use case.

Atlas methods and classes for neuroimaging

Subscription churn prediction + retention ROI on the KKBox dataset (400M+ event logs, 484K user holdout). XGBoost, SHAP, K-Means LTV segmentation.

Streamlit-based Enterprise Resource Management tool featuring automated case scoring, ROI analysis dashboards, and dynamic staffing planning modules. Supports multi-file Excel data inputs.

A decision-focused Marketing Mix Modeling project that delivers explainable channel attribution, ROI insights, and budget optimization through an interactive Streamlit dashboard.

Shoot for the Stars - the analysis of data using Python, Pandas, and Data Visualization

A pipeline and GUI for determining which ROIs match features in a fluorescence image.

End-to-end marketing analytics project uncovering sales drivers and enabling data-driven budget optimization.

Data-driven social media marketing analytics project analyzing 400K+ ad events to uncover campaign performance, conversion funnel efficiency, audience insights, and ROI optimization.

A Marketing Mix Modeling (MMM) project using Python to analyze channel performance, calculate ROI, and simulate marketing budget changes for better business decisions. Includes a trained Linear Regression model, ROI analytics, and a Flask API for revenue prediction.

An end-to-end marketplace risk analytics project that identifies high-risk sellers, quantifies delivery-delay impact on customer experience, and evaluates intervention strategies with ROI simulation.

Decision Support System for analyzing Electronic Medical Record (EMR) ROI using interactive analytics and business intelligence dashboards.

Dash is cooler than PowerBI/Tableau and you won't change my mind