Selected engineering work spanning RAG, multimodal learning, autonomous agents and visual search.
End-to-end document QA platform using hybrid semantic and keyword search, contextual chunking, cross-encoder reranking and grounded source citations.
Seven-class skin-lesion classification using image features, patient metadata fusion and interpretable Grad-CAM and SHAP analysis.
CrewAI workflow with specialized agents, function calling and state management for automated research, verification, synthesis and report generation.
Internship project for visual catalog retrieval using CLIP embeddings, HNSW indexing, cosine similarity and asynchronous FastAPI services.