// PIPELINE INDEX

Projects

SystemsI'vedesigned,built,anddeployed.Eachprojectisalivingpipelinefromproblemtosolution.

Hybrid System

ALARMS

IoT Predictive Heart-health Monitoring

Created an end-to-end vitals anomaly detection pipeline (heart rate, body temperature, accelerometer) achieving AUC 0.98 and 94% validation accuracy.

PythonFlaskTensorFlow/KerasMQTT+4
Machine Learning

NEXUS

Computer Vision Traffic & Emergency Pre-emption

Fine-tuned a YOLOv5 detection pipeline for multi-vehicle, emergency-vehicle, and accident detection achieving 81% precision and 80% recall.

PythonPyTorchYOLOv5OpenCV+4
Software Engineering

AI-Powered LMS

Lecture Transcription + Quiz/Notes Automation

Crafted an AI-enabled LMS to record lectures and automatically generate transcriptions, notes, and quizzes using Whisper and retrieval-based generation.

PythonExpress.jsAWS (S3, RDS, DynamoDB)Whisper+4
3

Total Projects

2

ML Systems

20

Technologies