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Arka Bagchi's Projects

dsc icon dsc

Files relating to DSC V5 Curriculum

glp-adverse-event-analysis icon glp-adverse-event-analysis

Analyzing Adverse Event data from various companies developing GLP-1 agonist drugs. Companies are: Zealand, Sciwind, Pfizer, Lilly, Structure, Altimmune

regulation-rag icon regulation-rag

RAG Pipeline For Complex Housing Investment Regulation Documents - An Application of Cutting Edge NLP For Law / Finance

sec-filing-rag-pipeline icon sec-filing-rag-pipeline

Using NLP frameworks (RAG Pipelines) for document QA, fact extraction, and other analytical generation over SEC filings for healthcare companies.

synthetic-journal-data-generator icon synthetic-journal-data-generator

Leveraging language model frameworks such as LangChain and LlamaIndex to create synthetic data for various journal entries across a few domains. Using Pydantic as the output parser that allows me, the AI engineer, to specify an arbitrary JSON schema and query LLMs for JSON outputs that conform to that schema.

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