Mahebobe Fayyaz Savanur
Sydney
Summary
Passionate Data Science Master's student with expertise in Python, R, and statistical analysis. Skilled in machine learning and digital intelligence processing, committed to continuous learning and leveraging cutting-edge technology for impactful solutions.
Overview
2
2
years of professional experience
1
1
Certification
Work History
Data Scientist
Konigtronics Private Limited
09.2021 - 04.2023
Project: Wireless Gait Analysis System
- Performed data preprocessing on raw sensor data, including data cleaning, handling missing values, outlier detection, and normalisation to prepare the dataset for machine learning.
- Conducted thorough EDA to identify patterns, correlations, and key insights from the foot pressure data, facilitating better feature engineering.
- Implemented and tested multiple machine learning algorithms (KNN, SVM, Logistic Regression, Random Forest) to predict foot-related diseases based on the processed gait analysis data.
- Applied model evaluation techniques, including accuracy, precision, recall, and F1-score, to assess model performance and reliability.
- Tuned hyperparameters for each algorithm and applied cross-validation to optimise model accuracy and mitigate overfitting.
Education
Master of Science - Data Science
Macquarie University
Sydney, NSW08-2025
Bachelor of Engineering - Information Science And Engineering
Sri Taralabalu Jagadguru Institute of Technology
INDIA07-2019
Skills
- NoSQL: MongoDB,
- Graph Databases: Cypher Query Language
Languages
Python , R , SQL,
Tools
MS Excel ,Power BI, Git,
Neo4j, Visual Studio Code, Studio3T,
- Statistics, Linear Models,
- Database Management, Machine learning,
- Neural networks, Image processing,
- Natural language processing, Big data
Jupyter Notebook, SQL Workbench
Core Skills:
Certification
- PYTHON: HackerRank Python: https://www.hackerrank.com/certificates/396caeaf7cc1
- SQL: HackerRank SQL: https://www.hackerrank.com/certificates/760c3201eece
- Certified Data Scientist, Datamites: Global Institute for Data Science: https://drive.google.com/file/d/1euUaarg4ILPBQuT79QP5HXI3AgbQoPfz/view?usp=sharing
- Trained @ Prime Intuit Finishing School ,Bengaluru. https://drive.google.com/file/d/1_jsJrdu4BT5q2ZTTgzlTTkX-A0fij2LI/view?usp=share_link
- Academic Excellence in Big Data https://drive.google.com/file/d/1-kHn4Ra_Ith3bdvnB2GA5PZ1BSec7GiP/view?usp=sharing
Timeline
Data Scientist
Konigtronics Private Limited
09.2021 - 04.2023
- PYTHON: HackerRank Python: https://www.hackerrank.com/certificates/396caeaf7cc1
- SQL: HackerRank SQL: https://www.hackerrank.com/certificates/760c3201eece
- Certified Data Scientist, Datamites: Global Institute for Data Science: https://drive.google.com/file/d/1euUaarg4ILPBQuT79QP5HXI3AgbQoPfz/view?usp=sharing
- Trained @ Prime Intuit Finishing School ,Bengaluru. https://drive.google.com/file/d/1_jsJrdu4BT5q2ZTTgzlTTkX-A0fij2LI/view?usp=share_link
- Academic Excellence in Big Data https://drive.google.com/file/d/1-kHn4Ra_Ith3bdvnB2GA5PZ1BSec7GiP/view?usp=sharing
Master of Science - Data Science
Macquarie University
Bachelor of Engineering - Information Science And Engineering
Sri Taralabalu Jagadguru Institute of Technology
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