
Dinesh Karthik User
@dineshkarthikuser
MCA student pursuing AI/ML engineering, who built a hospital allocation system combining Q-Learning, constraint solving, and ambulance routing.
What I'm looking for
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.
Experience
Work history, roles, and key accomplishments
Internship, Python with Machine Learning
VXL IT Solutions
Learned and worked with Python libraries used in Machine Learning workflows. Contributed to the Object Tracking using Python from Video project.
Education
Degrees, certifications, and relevant coursework
East Point College of Higher Education
Master of Computer Applications, Computer Applications
2024 -
Grade: 80%
Pursuing Master of Computer Applications (MCA) with an expected completion in 2026.
Vishlesan i-Hub, IIT Patna
Certificate Program, Artificial Intelligence and Machine Learning
Enrolled in the Certificate Program in Artificial Intelligence and Machine Learning (Learn in Telugu).
Nalanda Degree & PG College
Bachelor of Computer Applications, Computer Applications
2021 - 2024
Grade: 60%
Completed Bachelor of Computer Applications (BCA) from 2021 to 2024.
Andhra Loyola College
Intermediate, MEC
2019 - 2021
Grade: 48%
Completed Intermediate Education (MEC) from 2019 to 2021.
Kendriya Vidyalaya No. 2
SSC, General
Grade: 402 marks
Completed SSC / Class X (CBSE) in 2019.
VXL IT Solutions
Internship Certificate, Python with Machine Learning
Earned an Internship Certificate in Python with Machine Learning.
Wadhwani Opportunity
Certificate, Employability Skills
Earned the 21st Century Employability Advanced Skill Program Certificate.
Availability
Location
Authorized to work in
Salary expectations
Social media
Job categories
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