Aryan Kankheria

I am an AI Engineer working on production LLM systems, including fine-tuning models for domain-specific extraction and building custom LLM-as-a-Judge evaluation pipelines. Integrated multi-model comparison, observability, and tracing using Langfuse, with a focus on reliability, structured outputs, and real-world deployment.

Designed and deployed Al agents using LangChain, Llamalndex & custom frameworks for clinical workflows. Built ML models on multimodal healthcare data, integrated with APls & databases, ensuring HIPAA compliance and scalable deployment.

Collaborated with teams across Roche India and global affiliates to execute data science projects. Worked closely with team members and project leads to deliver solutions for various business teams within Roche.

Developed an educational chatbot leveraging PDFs as contextual data using Vector DB and faiss. Integrated advanced functionalities including Bing Search API, text-to-speech, and speech-to-text capabilities.

Working with an official member of A-star hospital in Singapore to develop areal-tracking system to track an endoscopic capsule. Used BodySLAM technique for 3D mapping and explored RFID/NFC technology for economic viability.