Data Scientist and ML Engineer building production-ready AI systems that actually work under pressure.

• 🏢 3+ years at UnitedHealth Group building document intelligence & NLP systems for healthcare
• 🎓 MS in Data Science @ University of Maryland (GPA: 3.95) | Graduating May 2026
• 🔬 Currently: Graduate Research Assistant @ UMD | Former Data Science Intern @ VITG
• 💡 Focused on: Healthcare AI • Document Intelligence • Production MLOps • Agentic Systems

"The best ML work isn't polished demos—it's systems that hold up when real users depend on them."

Languages & Core

ML/DL Frameworks

MLOps & Cloud

Specializations
NLP • Computer Vision • Document Intelligence • Time-Series Forecasting • A/B Testing • Statistical Modeling • Agentic AI

Neuro-symbolic AI for healthcare communication
Making clinical text accessible without sacrificing accuracy through neural LMs + deterministic verification.
PyTorch Transformers Medical NER Entity Preservation

Orchestrating 7 specialized services via Claude + MCP
Production-grade agentic system coordinating flights, hotels, weather, finance in real-time.
Claude API Model Context Protocol FastAPI Distributed Systems

End-to-end document intelligence for visual media
Automated OCR → Translation → Visual restoration pipeline reducing manual effort by 80%.
Computer Vision OCR Sequence Models Image Processing

Interpretable ML for financial decisioning
Temporal feature engineering + explainable models for regulatory-ready credit scoring.
Feature Engineering Interpretable ML Risk Modeling

Terminal-based MCP agent with modular reasoning
Experimentation platform for structured reasoning with clear action boundaries.
Agentic AI MCP Python Local LLM Integration

Real-time market signals + news sentiment → price movements
Backtested framework combining time-series models with external sentiment signals.
Time-Series Analysis Sentiment Analysis Backtesting

• 🔬 Research on document layout understanding for medical forms
• 🏗️ Building production MLOps pipelines for UMD projects
• 📝 Contributing to open-source ML tools (watch this space!)
• 🎓 Graduating May 2026 and exploring Data Scientist / ML Engineer roles

Currently seeking Data Scientist, ML Engineer, or Computer Vision Engineer roles where:

• Production reliability matters as much as model performance
• Healthcare, GovTech, or regulated domains are in focus
• End-to-end ownership (research → deployment) is valued
• Mentorship and collaboration drive team culture

📧 Reach out: arunbh.y@gmail.com | 🔗 LinkedIn: arunbh-yashaswi

I'm always excited to discuss:

• 👁️ Computer Vision for document intelligence and OCR pipelines
• 🏥 Healthcare AI and clinical NLP challenges
• 🤖 Agentic systems and reasoning frameworks
• 📊 Production ML war stories and lessons learned

"Some data science work lives in notebooks. The work that matters shows up in production."