Sachidananda Rautray Email & Phone Number

Bhubaneswar, OD, IN

Bengaluru, Karnataka, India

• Cleaned and structured pharmacovigilance data in the msafety database using PostgreSQL. Utilized Jaspersoft Studio to create insightful business intelligence reports for data-driven decision making.
• Explored GenAI and its associated use cases for Question Answering, summarization, and Named Entity Recognition (NER) using Large Language Models (LLMs), particularly focusing on pharmacovigilance data.
• Leveraged various open-source Large Language Models (LLMs) and proprietary Closed… Show more
• Leveraged various open-source Large Language Models (LLMs) and proprietary Closed Foundation models to optimize project outcomes.
• Developing a large-scale LLM application tailored for the clinical domain involved every stage, from pre-training models from scratch to fine-tuning domain-specific LLMs based on specific requirements. Integration of.
• Implemented advanced techniques including LoRA and QLoRA to fine-tune models such as TinyLlma and Minichat-2-3B, achieving remarkable efficiency by training only 0.70% of the original model parameters using PEFT.