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REONEY IRAL MADTHA
Mangaluru, Karnataka, India
(+91) 98445 35307 • reonymadtha@gmail.com • www.reoney-madtha.vercel.app
PROFESSIONAL SUMMARY
Aspiring Data Scientist with strong foundations in statistics, machine learning, and data visualization. Proficient in Python, R, and SQL with hands-on experience in building predictive models, performing exploratory data analysis, and communicating insights through dashboards. Passionate about solving complex problems using data-driven approaches and contributing to impactful solutions.
EDUCATION
St Joseph Engineering College, Mangaluru
Bachelor of Engineering – Computer Science and Engineering (Data Science)
Aug 2022 – Present
CGPA: 9.32
Relevant Coursework: Machine Learning, Data Science with Python, Statistics, Data Mining, DBMS, Algorithms, Visualization
St Philomena Pre-University College, Darbe Puttur
PCMB (Physics, Chemistry, Mathematics, Biology)
Jun 2020 – May 2022
Percentage: 95.83%
St Victor Girls' High School, Puttur
SSLC (State Board)
Mar 2020
Percentage: 91.52%
TECHNICAL SKILLS
INTERNSHIPS
Salesforce Developer Internship
SmartBridge, AICTE, Salesforce Partner
8-week intensive program covering Apex, Object Relationships, Lightning Web Components, Process Automation, and Security Management. Applied data management and security concepts in real-world scenarios.
CERTIFICATIONS
Salesforce Developer – Agentblazer Champion Program
Aug 2025
SmartBridge, AICTE, Salesforce Partner
Completed modules on Apex, Object Relationships, Lightning Web Components, and Process Automation. Applied data management and security concepts in real-world scenarios.
PROJECTS
Healthcare Data Analysis
Oct 2023 – Nov 2023
Performed EDA and data cleaning on patient datasets. Built Power BI dashboards to visualize diagnosis trends and demographic distributions.
Sales Forecasting Model
Feb 2023
Developed a linear regression model using scikit-learn to predict monthly sales. Evaluated performance using RMSE and R² metrics.
Student Performance Prediction
May 2023
Built a classification model to predict student outcomes based on academic and demographic features. Used decision trees and logistic regression.
COVID-19 Data Analysis
Dec 2022
Analyzed global COVID-19 data using Python. Visualized trends and performed time-series analysis to understand case progression.
WORKSHOPS & TRAINING
Data Science with Pandas – Online
Jul 2023
Hands-on training in data manipulation, filtering, and aggregation using Pandas.
UI/UX Design Workshop – SJEC
Sep 2023
Explored design principles and wireframing using Figma.
EXTRACURRICULAR
Represented SJEC in State-Level Basketball and Football tournaments (VTU 2024).
LANGUAGES & SOFT SKILLS
Languages: English, Kannada, Konkani, Hindi
Soft Skills: Analytical Thinking, Communication, Collaboration, Problem-Solving, Curiosity