Smriti Rai

I’m a Computer Science undergraduate with a strong interest in Cloud Technologies, AI-powered applications, and Full-Stack Development. I build AI-driven dashboards, integrate Large Language Models (LLMs), and deploy containerized applications, focusing on clean, maintainable code across frontend, APIs, databases, and cloud platforms.

In my projects, I built a vector database from scratch in C++ with REST APIs and benchmarked HNSW, KD-Tree, and brute-force search—then used it in a Retrieval-Augmented Generation (RAG) pipeline with a local LLM. I also designed an end-to-end real-time log anomaly detection system using an LSTM Autoencoder, AWS SageMaker, streaming (CloudWatch → Kinesis → Lambda), and Grafana/SNS alerting, and I’ve supported hands-on impact through club work like a React/Node/MongoDB management platform serving 300+ members with 95% uptime.