Vaishnavi Gawade
Melbourne,Australia
Summary
Results-driven Data Analyst with a Master of Data Science from RMIT University and extensive expertise in data analysis, statistical modeling, and data visualization. Proficient in Python, SQL, Power BI, and ETL tools, with hands-on experience leveraging cloud platforms (AWS, Azure) to design scalable data solutions, automate workflows, and deliver actionable insights. Skilled at analyzing complex datasets, identifying trends, and creating intuitive dashboards and reports to support data-driven decision-making. Passionate about transforming raw data into clear, actionable insights that drive business growth and operational efficiency. Seeking to contribute my technical skills and analytical mindset to a collaborative, forward-thinking organization, where I can optimize performance, enhance decision-making, and continue growing as a data professional.
Overview
6
6
years of professional experience
1
1
Certification
Work History
Data Science Intern
InflaMed
07.2024 - Current
- Increased model accuracy by 20% by fine-tuning CNN architectures for skin disease classification.
- Developed ML pipelines, cutting training time by 30% through optimized data preprocessing and augmentation.
- Processed 10,000+ dermatology images, improving data quality with rescaling, normalization, and augmentation.
- Refined evaluation metrics (precision, recall, F1-score, AUC-ROC), boosting disease detection accuracy.
IT Consultant
Agastya Edutech LLP
09.2022 - 11.2022
- Streamlined data processing and cut system latency by 40% for VerbalUp, enhancing course recommendations and student tracking.
- Optimized SQL queries, reducing report generation time by 50% for student performance and engagement analytics.
- Built Power BI dashboards for student progress, enrollment trends, and course completion rates, driving curriculum improvements.
Software Engineer
Yash Financial Consultancy
01.2020 - 11.2022
- Automated financial data extraction using .NET APIs & SQL, reducing manual work by 70% through scheduled ETL processes.
- Built scalable data pipelines implementing parallel processing and query optimization to handle transactions improving system performance by 40%.
- Deployed and managed mobile apps on Azure, optimizing cloud resources and scaling virtual servers as needed, ensuring high availability with minimal downtime.
- Developed real-time Power BI dashboards, automating data visualization and reducing reporting turnaround time from 2 days to under 10 minutes, enabling faster decision-making.
Junior Software Engineer
Atos Global Pvt. Ltd
09.2018 - 11.2019
- Designed and implemented ETL workflows using Talend, processing terabytes of data and optimizing data warehousing performance by 30%.
- Developed interactive ServiceNow widgets with JavaScript & REST APIs, automating workflows and reducing request processing time by 85%.
- Resolved 95% of high-priority incidents within SLA, minimizing downtime and improving IT service efficiency and user satisfaction.
Education
Master of Data Science -
RMIT University
Melbourne12-2024
Bachelor of Information Technology -
University of Mumbai
Mumbai06-2018
Skills
- Programming: Python, R, C#
- Big Data: Hadoop
- Data Visualization: Power BI, Google Data Studio, Matplotlib, Seaborn
- Databases & Query Languages: SQL, PostgreSQL, MySQL, PL/SQL
- Machine Learning: CNNs, NLP, Predictive Modeling, Scikit-Learn, TensorFlow, Keras
- Cloud Technologies: AWS (EC2, S3, Lambda, EMR), Azure
- Project Management: GitHub, Jira, ServiceNow
- Web Languages: HTML, CSS, JavaScript, Flask, ASPNET, MVC Architecture
Certification
- Programming in C# (Exam 483) (December 2018 — Present)
- Oracle Database SQL Certified Associate (November 2018 — Present)
Accomplishments
- Team Member, Coles Local, South Melbourne, Melbourne, April 2023 — Present
- Student Life Guide, RMIT University, Melbourne, July 2024 — December 2024
- Peer Mentor, RMIT University, Melbourne, March 2024 — December 2024
- Volunteer (Run Melbourne), Sole Motive, Melbourne, February 2023 — Present
Timeline
Data Science Intern
InflaMed
07.2024 - Current
IT Consultant
Agastya Edutech LLP
09.2022 - 11.2022
Software Engineer
Yash Financial Consultancy
01.2020 - 11.2022
Junior Software Engineer
Atos Global Pvt. Ltd
09.2018 - 11.2019
Master of Data Science -
RMIT University
Bachelor of Information Technology -
University of Mumbai
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