📄 Your Resume (paste as plain text)
Name: Priya Sharma Education: M.S. Computer Science, 2024 Skills: Python, PyTorch, NLP, Transformers, BERT fine-tuning, HuggingFace, scikit-learn, pandas, numpy Projects: - Sentiment analysis model on Twitter data using BERT - Named Entity Recognition system for biomedical text - Research paper: "Improving low-resource NER with cross-lingual transfer" Experience: - ML Research Intern, university NLP lab (6 months) - TA for Introduction to Machine Learning course
💼 Job Description (paste the full JD)
Senior ML Engineer — Infrastructure Company: CloudScale Inc. Requirements: - 3+ years deploying ML models at scale in production - Strong knowledge of Kubernetes, Docker, MLflow - Experience with distributed training (Horovod, DeepSpeed) - Familiarity with AWS SageMaker or GCP Vertex AI - Python, Go, or Rust for systems-level work - Experience with data pipelines: Spark, Kafka, Airflow - Nice to have: ONNX optimization, TensorRT, model quantization
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