Dinesh Karthik User

I built an AI-Based Hospital Allocation System as my MCA major project, combining a constraint-solving safety layer with a Q-Learning agent to assign patients across hospitals.

The system includes a rule-based triage engine and A* ambulance routing. I also created live capacity dashboards, load alerts, patient-density heatmaps, and an animated ambulance-tracking grid.

For my MCA first-year project, I trained a Logistic Regression model to classify tumors using the Breast Cancer Wisconsin dataset. I used Pandas and NumPy for preprocessing and analysis, and scikit-learn, Matplotlib, and Seaborn for modeling and evaluation.

During my internship at VXL IT Solutions, I learned Python libraries used in machine learning workflows and contributed to an object-tracking project. I'm seeking an entry-level AI/ML Engineer or Software Engineer role to deliver data-driven solutions.