Shyam Kannan

Built EnrollIQ, an AI-powered enrollment intelligence agent integrated into Zoho CRM combining structured CRM signals, rule-based scoring, and Mistral embeddings. Processed 50,000 historical enrollment records and lifted lead-prioritization precision by 25%, reducing advisor triage time by 40% and response time by 30%.

Owned the full training pipeline for a two-stage object detection system combining YOLOv8 and custom ResNet architecture trained on 10,000+ drone images, achieving over 90% detection accuracy. Applied TensorRT INT8 quantization and weight pruning to reduce inference time by 65% with under 1% accuracy loss, enabling edge hardware deployment.