Mark Oliver Rodrigues

Build secure MCP (Model Context Protocol) servers from plain Python functions - FastAPI-style decorators, schema generation, auth, rate limiting

Junior AI Engineer @ ComplAIBridge - multi-agent systems, RAG pipelines, and production ML.

Mark Oliver Rodrigues — AI/ML Engineer Portfolio

Semantic + multimodal movie recommendation over a 9,826-film TMDB catalog - transformer embeddings, Milvus/FAISS HNSW retrieval, Streamlit UI, and a FastAPI inference service.

AI code-review agent returning structured JSON findings - bugs, security vulnerabilities, and performance issues - with severity ratings and line-specific fixes. Web UI and API, live on Hugging Face Spaces.

Restaurant intelligence with measured NLP - sentiment, complaint classification, and RAG chat over reviews - plus a manager dashboard and customer app. FastAPI + Redis + Docker serving layer, live on Hugging Face Spaces.