Nithesh Premanadh

• Built an AI-powered traffic management system using real-time video analytics and vehicle classification
(YOLO-based detection), improving signal-flow logic across simulated multi-junction scenarios to reduce
average wait time.
• Integrated computer vision pipelines with rule-based signal control logic and benchmarked detection accuracy
across varied lighting/traffic density conditions.

• Worked within the ASPM/CSPM domain, supporting vulnerability identification and triage workflows across
client application security posture data.
• Gained hands-on exposure to secure software development practices and vulnerability management tooling
used in production security pipelines.

• Contributed to a machine learning-based aircraft health monitoring system, helping process vibration/sensor
data for predictive maintenance use cases.
• Supported model evaluation and data preprocessing to improve early-warning reliability for structural fault
detection.