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Janhavi Mahesh Zope

phaiAI Fellow

Janhavi Mahesh Zope

phaiAI Fellow

Behavior tells you who's really at the keyboard.

Part of team AI Defenders — built SecureSight, an insider-threat detection system that profiles user behavior, scores risk in real time and surfaces alerts through a FastAPI backend.

In their words

My experience with phaiAI was excellent. The program provided practical AI learning, hands-on project experience, and valuable mentorship. It helped me improve my technical skills, confidence, and understanding of real-world AI applications. I'm grateful for the opportunity.
Janhavi Mahesh Zope, Symbiosis Skills and Professional University

6

Tools & Frameworks

4

Models

5

AI Concepts

79%

Avg. Proficiency

AI Proficiency

80%

Anomaly Detection

80%

Behavioral Analytics

79%

Backend Engineering

77%

API Design

Tools & Frameworks

FastAPIPythonPostgreSQLDockerGrafanaScikit-learn

Models

Isolation ForestAutoencoderRandom ForestLSTM

Concepts

UEBAInsider ThreatsRisk ScoringReal-time AlertingLog Analytics
SecureSight — AI Insider Threat Detection

Project · Cybersecurity

SecureSight — AI Insider Threat Detection

Team AI Defenders

A system that continuously monitors user activity, builds behavioral profiles, and flags anomalies such as off-hours logins or abnormal file access to catch insider threats before they escalate. The fellows trained ML anomaly models with risk scoring and served real-time alerts to security teams through a FastAPI backend.

FastAPIAnomaly DetectionBehavioral AnalyticsPython

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