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@@ -430,3 +430,63 @@ Models develop "emergent" skills not directly taught in training data.
 - **Research Assistance**: LLMs as tools for aiding students and researchers in literature review and data analysis.
 
 ---
+# 📘 Presentation on LLMs with Focus on NLP and RAG Technologies
+
+---
+
+## 🧬 LLMs in Genetic Research and CRISPR Cas9
+
+### Key Points
+- **Accelerating Gene Editing Research**: Example of how LLMs analyze genetic mutations to predict CRISPR Cas9 editing outcomes, enhancing gene therapy accuracy.
+- **Identifying Genetic Markers**: Using LLMs to pinpoint genetic markers for diseases like cancer, aiding in early detection and personalized treatment.
+
+---
+
+## 💊 LLMs in Pharmaceutical Development
+
+### Key Points
+- **Drug Interaction Predictions**: LLMs predicting potential adverse drug reactions, exemplified by their use in developing COVID-19 treatments.
+- **Streamlining Clinical Trials**: Automating the analysis of patient data to identify suitable clinical trial candidates, as seen in oncology studies.
+
+---
+
+## 🌾 LLMs in Agriculture
+
+### Key Points
+- **Optimizing Crop Yields**: LLMs in analyzing soil health data to provide precise recommendations for fertilizer use, improving crop yield.
+- **Disease Prediction and Management**: LLMs forecasting plant diseases and suggesting effective management strategies, as implemented in vineyards.
+
+---
+
+## 🌍 LLMs in Environmental Science
+
+### Key Points
+- **Tracking Climate Change**: LLMs analyzing satellite data to track deforestation and its impact on climate change.
+- **Ocean Health Monitoring**: Using LLMs to interpret data from ocean sensors for tracking pollution and marine biodiversity.
+
+---
+
+## 📊 LLMs in Data-Intensive Scientific Research
+
+### Key Points
+- **Astronomical Data Analysis**: LLMs processing data from telescopes to identify new celestial bodies or phenomena.
+- **Material Science Innovations**: Accelerating material discovery by predicting material properties from molecular structures.
+
+---
+
+## Additional Areas Impacted by LLMs
+
+### 🚀 Aerospace Engineering
+- **Spacecraft Design**: LLMs assisting in designing more efficient spacecraft by predicting material behavior under extreme conditions.
+
+### 🏥 Healthcare and Medical Diagnostics
+- **Radiology Improvements**: LLMs enhancing the accuracy of diagnosing diseases from medical imaging, such as identifying tumors in MRI scans.
+
+### 🏛️ Law and Legal Research
+- **Contract Analysis Automation**: LLMs reviewing and summarizing complex legal documents, saving time in legal due diligence processes.
+
+### 📚 Education and Training
+- **Customized Learning Plans**: LLMs analyzing student performance to create personalized learning modules, as seen in adaptive learning platforms.
+
+---
+