Hello, I'm Om Umrania. I'm an aspiring Data Analyst with experience in AI research and data analytics. I enjoy exploring innovative solutions to complex problems. My focus is Machine Learning & Data Science.
About Me
I am an aspiring Data Scientist with a strong passion for AI research and exploring innovative solutions to challenging problems. My focus lies in Machine Learning and Data Science, and I am driven to create impactful research projects and meaningful patents that contribute to society.
I aspire to pursue a Master’s degree in Data Science or Machine Learning, where I can deepen my expertise and work on advanced research initiatives. I thrive on opportunities to collaborate on innovative projects that solve real-world challenges and make a tangible difference.
Outside of research, I love reading books and immersing myself in stories that inspire creativity and learning. In my leisure time, I enjoy choreographing and dancing freestyle, which keeps me energized and expressive.
I’m always looking for opportunities to grow, build something great, and contribute to a better future. Networking and continuous learning are at the heart of my journey, as I strive to make meaningful contributions to society.
My projects
Credit Card Fraud Detection
Built machine learning models to detect fraudulent transactions with over 90% accuracy. Visualized results using confusion matrices and ROC curves.
- Python
- XGBoost
- Scikit-learn
- Data Analysis
Medical Insurance Cost Prediction
Developed Linear Regression models to predict insurance costs with an R-squared value of 0.85. Conducted data preprocessing and feature engineering.
- Python
- Linear Regression
- Pandas
- Scikit-learn
Healthcare Data Analysis
Conducted data analysis and built Random Forest models for health outcome predictions with 85% accuracy.
- Python
- Random Forest
- Scikit-learn
- Data Visualization
My skills
- Python
- Machine Learning
- Data Science
- SQL
- Tableau
- Scikit-learn
- XGBoost
- Data Analysis
- Neural Networks
- Deep Learning
- Pandas
- NumPy
- Matplotlib
- Seaborn
- AWS
- Google Cloud
- Next.js
- Tailwind CSS
- Git
My Experience
Business Data Analyst Intern
SaathealthJul 2024 – PresentAnalyzed large-scale healthcare datasets, developed real-time dashboards, and conducted market research to support strategic decision-making.
Research Internship in ML and DS
Constrogreen Techno SolutionsDec 2023 – Feb 2024Developed machine learning models for Medical Insurance Analysis using Neural Networks and Linear Regression. Gained expertise in Python and Scikit-learn.
President, Innovation Incubation Cell & Entrepreneurship Development Cell
Dr. D.Y. Patil Institute of Engineering, Management and ResearchJul 2023 – Jul 2024Led MSME Defense Expo 2024 and mentored students in advanced AI research techniques. Organized interdisciplinary AI projects.
Human Resource & Sponsorship Curator
TEDxDYPakurdiJul 2022 – Jun 2024Organized TechXplore and AI research sessions, promoting research and public engagement to over 500 students. Strengthened sponsorship relationships and event management.
Technical Coordinator
Pytho-War & Data Wizards HackathonFeb 2023Coordinated the Machine Learning Hackathon and designed data science problem statements. Enhanced participant experience by designing effective datasets and solution challenges.
Learning Management Portal UI/UX Contributor
FreelanceJan 2024 – Jun 2024Contributed to designing a user-friendly interface and integrated project management features using Notion. Created responsive pages with Next.js and Tailwind CSS.
Contact Me
Please contact me at omumrania2020@gmail.com or though this form.