Niranjan M Email & Phone Number

Bengaluru, KA, IN

Bangalore Urban, Karnataka, India

Kuala Lumpur, Federal Territory Of Kuala Lumpur, Malaysia

• Integration of Advanced Methodologies in LLMs:Adaptation Using FLAN and ORCA: Employed advanced methods from FLAN and ORCA to create highly effective fine-tuning datasets.
• Domain Adaptation with QLoRa Methods: Utilized LoRa and QLoRa methodologies to adapt LLMs to specific sub-domains.
• Development of a Self-Correcting Agent: Innovated within the ReAct framework to create a self-correcting agent that induced logical reasoning,
• Enhanced Q&A Retrieval: Worked on Q&A retrieval using RAG and advanced filtering systems, achieving a 40% improvement in information relevance and retrieval speed.
• DETR Model Fine-Tuning for Document Analysis:Specialized in adapting the DETR model to the nuanced requirements of document analysis, improving its ability to identify and categorize textual and non-textual elements.
• Architecture Augmentation for Enhanced Object Detection:Led a project to augment the LayoutLMV3 architecture, specifically targeting the enhancement of its object detection capabilities.

Statistical Modeling for Insurance:Developed statistical models resulting in a 95% true positive rate for early claim detection, reducing false claim costs by over 30%.Enhanced predictive accuracy, leading to a 25% increase in operational efficiency for the claims processing department.