Tisha Choksi

AI observability middleware for monitoring RAG pipelines across retrieval, prompt orchestration, and LLM response flows with built-in hallucination reduction.

Multi-stage verification pipeline using semantic similarity scoring and claim extraction to detect hallucinated LLM outputs at production scale.

Blockchain escrow AI using transformer NLP for chat summarization and evidence analysis — reducing arbitration effort by ~60%.

Conversational voice agent for lead engagement with real-time speech recognition, NLP pipelines, and modular CRM integration via FastAPI.

Multi-document analysis platform with PDF ingestion, semantic chunking, and memory-aware retrieval pipelines for intelligent knowledge extraction.

Facial age progression and rejuvenation with full Explainable AI interpretability using saliency maps, LIME, and DeepSHAP.