❏ Text to SQL LLM pipeline quality and performance

❏ Unstructured document and large text columns AI processing. Contextually backed AI answers.

PDF document parsing, hybrid RAG, retrieval, summarization, and analysis

❏ Database context formulation and prompt engineering for your enterprise SQL

❏ Trained a reward language model for customer-hosted proprietary ranking and retrieval pipelines

❏ Eval building and human feedback infrastructure

Summer Internship

❏ Building a lifestyle coach AI-assistant to assist cancer patients. Combining Entity Recognition, Summarization, Sentiment Analysis, and Language Modeling techniques to assess the user search behavior and their responses.

❏ The analysis forms the base for personalized guidance across their cancer continuum in symptom management and treatment choices