Senior ML Engineer

Job description

ABOUT THIS POSITION: Job Description Summary: We are seeking a highly skilled and innovative Machine Learning Engineer with a passion for building robust, efficient, and domain-specific AI systems using Language Models (LMs) and agentic architectures. As a core member of the team, you will be instrumental in developing the entire ML pipeline, from sophisticated data extraction techniques to fine-tuning specialized LMs and orchestrating their interactions within a multi-agent framework. This is a unique opportunity to apply state-of-the-art Generative AI and NLP techniques to a real-world, high-impact problem, leveraging the latest research in agentic AI and LMs to deliver economical and powerful solutions. WHAT YOU'LL DO: Data Pipeline & Knowledge Base Construction: Design, implement, and optimize robust pipelines for ingesting, parsing, and extracting structured information from complex documents ( leveraging OCR, document layout analysis, Named Entity Recognition (NER), and Relationship Extraction ( RE)) . Develop rich, nested JSON schemas for representing structured data and ensure scalable storage Generate and manage high-quality vector embeddings for efficient retrieval-augmen...