DataNCRB records for Maharashtra, cleaned by district and month
BaselineA simple benchmark every model must beat
ARIMA and LSTMStatistical and deep models, compared in tiers
CrimeVision AIA district heatmap with citizen reporting that reaches a police dashboard
Final-year project · in progress
Tiered crime forecasting
Extends Natarajan et al. (2024) by testing a baseline, ARIMA and an LSTM side by side on Maharashtra data. The IEEE paper comes first. CrimeVision AI is then built on the same data, so the paper's results are the app's results.
Ernst & Young · 2025 to 2026
AI and deepfake identity threats
Researched how synthetic voices and faces defeat identity checks, and which controls still hold. This sits next to my Active Directory work, since identity is the layer attackers cross first.