Data Scientist with 15+ years of pharmaceutical industry experience and 6+ years of hands-on AI/ML building production GenAI solutions. Expert in LLMs, LangChain, RAG, CNN, LSTM and Agentic AI — delivering 90% cost savings and 50% productivity gains. Proven ability to lead teams, mentor data scientists, and drive business decisions through advanced analytics and IQVIA pharmaceutical market insights.
- 🔭 Currently working on Agentic AI & LLM systems in pharma
- 🧬 Domain expertise: Pharmacokinetics, Drug-Drug Interactions, ADME, Oncology, Immunology
- ☁️ Deploying ML models to production with CI/CD pipelines on AWS
- 🌐 Website: mattderya.com
- 📫 Reach me at: mttdryai@gmail.com
GenAI & LLM: LangChain · LangGraph · RAG · Agentic AI · OpenAI · Claude · NLP · Transfer Learning · Computer Vision · CNN · LSTM
AWS Services: EC2 · SageMaker
- 🎯 90% cost savings — CNN-based cellular classification models (99% accuracy) for Phase II clinical trials
- ⚡ 50% productivity gains — HIPAA-compliant LLM agents with LangChain/LangGraph/RAG
- 📈 R² > 0.90 — LSTM time series models for sales forecasting & customer churn prediction
- 💊 25–30% model performance gains — Pharmaceutical domain features (DDI, ADME, PK)
- 🏅 75% market share — Data-driven pricing & competitive analysis at OctaPharma
| Degree | Institution | Year |
|---|---|---|
| Post Graduate Program in AI & ML | California Institute of Technology (Caltech) | 2023 |
| M.S. Clinical Pharmacy & Pharmacotherapy | University of Marmara, Istanbul | 2017 |
| B.S. Pharmacy | University of Hacettepe, Ankara | 2006 |
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