Sirina Goolbis
Unc Charlotte College of Health and Human Services at Unc Charlotte College Of Health And Human Services
Based in Charlotte, United States
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Seniority
Staff
Department
Education
Location
Charlotte
Industry
Higher Education
Company size
28
Contact information
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s•••••••@health.charlotte.edu
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Background
About Sirina Goolbis
I’m an Applied Scientist passionate about integrating real-world AI systems—from fine-tuning NLP models to resolving issues in production environments. My work spans from research, data pipelines, and frontline support, with a focus on making AI more accurate, scalable, and people-focused. Recent Projects: • Fine-tuned BERT to classify resumes into job disciplines (87.4% accuracy, F1 = 0.86) • Built a semantic matching pipeline for candidate-job alignment using embeddings and similarity scoring • Prototyped a Streamlit UI for real-time resume summarization using LLMs My work bridges- Research labs → Product pipelines - NLP + Knowledge Graphs → Real-time UX - AI development → Technical support systems Tech Stack: Python, PyTorch, Hugging Face, Streamlit, scikit-learn, SentenceTransformers, pandas, NumPy Interests: NLP, LLMs, AI for hiring, AIOps, technical support systems, knowledge graphs
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