Nehha S
Junior Ai Ml Engineer @Cavin Infotech
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WORK HISTORY
Junior Ai Ml Engineer @Cavin Infotech
EDUCATION
Amity University Mumbai
Bachelor of Technology - BTech
University of Surrey
Master of Science - MS
Amity University Mumbai
Bachelor's degree
ABOUT NEHHA S
I am an AI/ML professional experienced in building applied machine learning and LLM-based systems that are reliable, scalable, and production-oriented. I focus on translating complex data problems into practical AI solutions that can be developed, deployed, and maintained in real-world environments.My experience spans machine learning, deep learning, natural language processing (NLP), and computer vision, with hands-on professional experience in retrieval-augmented generation (RAG), large language models (LLMs), model context protocol (MCP)-style orchestration, and vector databases. I have designed semantic search and retrieval pipelines using embeddings, implemented efficient indexing and chunking strategies, and integrated models with structured and unstructured data sources. My technical stack includes Python, PyTorch, TensorFlow, and SQL, along with modern ML tooling.I place strong emphasis on model evaluation, data integrity, reproducibility, and performance monitoring to ensure systems operate reliably beyond controlled settings. This approach has contributed to consistent outcomes, including systems achieving 94% accuracy under realistic validation constraints across multiple domains.I am currently seeking AI/ML Engineer or Applied AI roles across the UK and Europe where applied AI, LLM systems, and cross-domain problem-solving are valued. Open to RelocateI’m open to connecting with teams focused on developing, deploying, and maintaining production-ready AI systems. GitHub: https://github.com/Nehha15
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