Aug 2023 – Present · 2 yrs 10 mos · Bengaluru, Karnataka, India

• 1. Financial Chatbot Development (Finance Sector):
• Developed and deployed an AI-driven chatbot using GPT-4 models for advanced NLP to deliver precise financial insights.
• Engineered automated ETL processes and integrated complex business rules to streamline data accessibility.
• Achieved 93% accuracy while supporting multiple response formats for user-friendly interaction.
• Reduced manual financial data analysis by 70%, empowering CXOs to independently retrieve insights.
• Enhanced decision-making efficiency, minimizing reliance on Business Analysts.
• 2. AI and Data Services Development (Healthcare Sector):
• Designed Retrieval-Augmented Generation (RAG) pipelines leveraging Langchain, LangGraph, and FastAPI frameworks.
• Built APIs for document parsing, chunking, and storing data in vector databases for seamless retrieval.
• Developed advanced agents (SQL, Self-RAG, Corrective RAG) and tools like PubMed search for efficient knowledge extraction.
• Improved pipeline scalability and interaction with structured/unstructured data, ensuring reliable healthcare AI solutions.
• Enabled optimized research capabilities and faster delivery of data-driven insights.
• 3. Prompt Engineering for Drug Discovery:
• Created domain-specific prompts to reduce drug discovery protocol writing time by up to 60%.
• Streamlined workflows across research, supply chain, and marketing stages to optimize pharmaceutical processes.
• Enhanced workflow accuracy, consistency, and time-to-market for critical drug discovery protocols.
• Improved productivity, enabling medical professionals to prioritize high-impact tasks.
• Designed tailored prompts to address protocol generation challenges, accelerating innovation in pharmaceutical workflows.