Priya Yadav
Senior Machine Learning Engineer at Sirion
- Role
- Senior Machine Learning Engineer at Sirion
- Location
- Gurugram, HR, IN
- LinkedIn followers
- 500 followers
About Priya Yadav
Senior Machine Learning Engineer with 5 years of experience delivering scalable ML/NLP…
Experience
Senior Machine Learning Engineer
Apr 2025 — Present · Gurugram, IN
Leading design and development of production-ready ML microservices using FastAPI, Flask, and Apache Pulsar.Developed and maintained 100+ NLP models to extract legal and business information from contracts.Built highly scalable services supporting over 1M+ extractions per day, optimized for real-time response.Implemented context-aware clause classification using transformer-based embeddings (BERT, RoBERTa, T5).Developed RAG-style QnA systems using LLaMA 3.3, BAAI bge-m3, and vector databases like Weaviate and Qdrant.Used SpaCy and custom NER models for semantic enrichment and pre-processing.Led MLOps and infra initiatives using Docker, Torchserve, and CI/CD pipelines across AWS/GCP.Mentoring junior engineers and contributing to technical design reviews and architecture decisions.
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