Adhithya pradeep

I'm building cloud-native AI systems that turn research into production-style prototypes, including agentic AI pipelines, real-time threat detection platforms, and edge AI applications.

For my VIT-AP capstone, I co-engineered a five-stage agentic AI framework for hotel booking that combines Qwen3, Graph-RAG retrieval, controlled tool execution, multi-agent validation, and neurosymbolic guardrails. The system reduced Hallucination Risk Score by 68.35% and raised expected safe behavior from 52% to 88% across a 25-query benchmark.

I built a cloud-native Employee Management System with Python, FastAPI, Docker, AWS ECS Fargate, ECR, RDS, Application Load Balancer, IAM, Secrets Manager, CloudWatch, and GitHub Actions CI/CD. I also engineered Cloud Canary, an ML-powered cybersecurity platform using Python, React.js, PostgreSQL, and Scapy for network traffic analysis, threat scoring, and real-time incident dashboards.

I'm currently leading an edge AI wildlife protection camera using YOLOv8 and ANPR, coordinating GPS, 4G, solar hardware, and a Flask analytics dashboard. My experience in business development at AIESEC also helps me connect product strategy, stakeholder needs, and engineering delivery.