A comprehensive collection of simple data modeling and scripting projects that demonstrate enterprise solution design skills using open-source tools.
- Data Modeling: ERDs, relational schema design (MySQL, SQLite)
- Scripting: Python (Flask, FastAPI, Pandas)
- Analytics: Streamlit dashboards, data visualization
- AI/ML: scikit-learn, OpenCV for medical imaging
- Cloud & DevOps: AWS boto3, scaling simulation
- Security: Log monitoring, intrusion detection script
Core Objectives:
- Deploying RAG Pipelines for Production at Scale
- Decentralized AI at Scale with NVIDIA Flare
- AI for Monitoring, Prediction, and Automation for Large Scale Systems
- AI Model Training at Scale
- Data Curation, Model Customization, and Large-Scale Training