About Me
I’m Pooja, a Machine Learning Engineer focused on retrieval-first AI systems: RAG pipelines, reranking, and production MLOps on AWS/GCP. I like taking ideas from notebook to reliable, observable services.
- RAG & Retrieval: embeddings, re-rankers, eval harnesses
- MLOps: MLflow, Docker/K8s, CI/CD, monitoring
- Cloud: AWS (Bedrock, S3), GCP (Vertex, Cloud Run)
Building an AI-Powered Search with RAG, OpenAI, and Pinecone
OpenAI · Pinecone · Bedrock · Cohere reranker → measurable relevance gains.
Building a Three-in-One Tweet Intelligence Engine
Emotion classification, hashtag suggestions, popularity prediction in one pipeline.