Murthy Malladi

Visionary AI/ML Engineering Leader with 14+ years of experience architecting and deploying cutting-edge NLP solutions. Specialized in building enterprise-scale language models, search systems, and AI applications that drive business transformation. Expert in the complete ML lifecycle from research and development to production deployment. Core Competencies: Large Language Models • Pioneered domain-specific LLM pre-training and fine-tuning initiatives using RLHF • Optimized model performance through advanced techniques like parameter-efficient fine-tuning • Implemented production-ready LLM applications with focus on performance and cost efficiency Natural Language Processing Architected end-to-end NLP solutions including Question Answering Systems, Information Extraction, and Text Summarization • Developed sophisticated Named Entity Recognition (NER) and Entity Linking systems • Implemented advanced text analysis solutions including sentiment analysis, paraphrase detection, and document comparison Search & Retrieval Systems • Designed vector-based semantic search systems with state-of-the-art embedding techniques • Built scalable information retrieval systems using hybrid search approaches • Implemented intelligent query generation and auto-complete systems Cloud Architecture & MLOps • Designed and implemented serverless ML applications on AWS • Expertise in AWS ML stack: SageMaker, EC2, Lambda, Step Functions • Built automated ML pipelines for training, evaluation, and deployment