behavior-analytics

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

Single-camera person tracking and behavior analytics with YOLO11, ByteTrack, live RTSP capture, video replay, and session-based Parquet exports.

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 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.

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.

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.

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, and a documented leak in the dataset (the web request count gives the insiders away).

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