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Mahesh Vanguri
Mid-level Machine Learning Engineer specializing in healthcare AI and NLP
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About
Software engineer with startup experience building finance ERP features across invoices, billing, tax updates, and bank reconciliation, now pivoting toward AI/ML through an ML internship and hands-on NLP projects. Brings a mix of full-stack product exposure, early-stage comfort, and practical experimentation with BERTopic, HDBSCAN, LangChain, MongoDB vector search, and sentiment modeling.
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Key Strengths
- End-to-end full-stack feature development in finance ERP
- Startup experience in ambiguous, early-stage environments
- Cross-functional stakeholder alignment with CEOs and teammates
- Practical NLP experimentation across multiple approaches
- Model evaluation using AUC-ROC, precision, and recall
- Iterative problem solving when initial ML approaches underperformed
- Human-in-the-loop judgment for AI risk management
- Adaptability across software engineering and ML internship work
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