behavior-analytics

Alpha — Proactive behavior observer + LLM insight on phantom-mesh. Life Track keystone: quantified-self coach across the satellite project events.

An intelligent productivity analytics dashboard that transforms routine logs into behavioral insights, focus metrics, consistency scoring, and visual performance patterns.

A hotkey-triggered browser-side productivity coach built during USMLE preparation that transforms RescueTime activity data into behavioral metrics and AI-assisted reflection. It supports multiple LLM providers and four coaching modes to surface deep-work, fragmentation, and context-switching patterns.

A browser-based study-analytics tool built during USMLE preparation that transforms RescueTime API data into visual time-of-day focus patterns. It compares recent behavior with longer-term baselines, considers fragmentation alongside productive activity, and highlights recurring periods associated with sustained focus.

A consent-based Windows security & digital forensics system designed to detect insider threats, track behavioral anomalies, preserve chain-of-custody evidence, and generate court-ready incident reports.

End-to-end behavioral SaaS churn analysis — applying psychology frameworks (Learned Helplessness, Expectation-Disconfirmation) to predict churn and generate actionable customer success insights using SQL, Python, and Power BI.

A browser-based accountability system for intentional YouTube use. Tracks actual video playback—not page-open time—across coordinated tabs, maintains persistent analytics, and automatically emails structured HTML watch reports to a trusted accountability partner.

ata-driven customer intelligence project focused on segmentation, behavioral analytics, and actionable business insights using clustering and exploratory data analysis.

BAD: Behavior Anomaly Detection. It learns what normal looks like on your fleet, then tells your SIEM when a user stops looking like themselves. A tool, not an agent: no daemon, no keystroke content, no drama.

Behavioral-friction diagnostic workflow that detects recurring digital attention leaks, classifies repeated behavior patterns, and recommends targeted interventions.

Behavioural web analytics for tracking cursor movement, clicks, scrolling, pauses, page visits, and session patterns.

User Behavior Analytics - Data Science & Analytics project in AI / ML / GenAI for CSEProjects360 final year project catalog.

Insider-threat UEBA on CERT r4.2: robust own-history and peer baselines, Isolation Forest and rules, evaluated as an analyst's daily review budget with no look-ahead.