PRATIMA RATHORE

AI/ML specialist with 8 years of experience in developing and deploying innovative AI solutions. Expertise in LLMs, composable AI frameworks, and agent orchestration. Proven track record of building scalable AI-driven platforms and implementing transformer-based models. Collaborates with cross-functional teams to consistently deliver value-driven solutions across diverse industries.

• Developed novel approaches for combining knowledge graphs with LLMs to improve information retrieval accuracy
• Created innovative technique for infusing database schema context and multiple database functions to reduce LLM hallucinations in natural language to domain-specific query conversion.
• Implemented and optimized RAG systems for enterprise-scale applications
• Experience in publishing technical documentation and conducting research in AI/ML domains
• Designed and developed production-grade Generative AI applications using composable frameworks for different clients (LangChain, LlamaIndex)
• Led end-to-end development of transformer-based models, including architecture design, training, and evaluation
• Built and deployed event-driven AI services on cloud platforms (GCP, AWS), ensuring scalability and optimal performance
• Spearheaded knowledge sharing initiatives across teams, creating documentation and conducting training sessions on AI best practices
• Collaborated with stakeholders to gather requirements and deliver value-driven AI solutions for enterprise clients
• Built Intelligent Organization Accelerators using NLP algorithms like multiclass text classification, NER (Named entity recognition), phrase extraction, extractive and abstractive summarization, NLP based Q&A, paraphrasing and topic classification etc using SOTA models like BERT, BART, T5, GPT, BLOOM etc
• Worked on end-to-end data science pipeline with many clients like Intel, AmerisourceBergen, Anglo American, ServiceNow, Intel, AIG and Anglo shanti
• Research, design and develop end-to-end advanced analytical solution using predictive analytics, NLP, Machine Learning and Artificial intelligence