Python,SQL,R,Numpy,Pandas,Hadoop

APARNA BHAT

www.linkedin.com/in/aparna-bhat/

*** ******** *** ************@*****.***

San Jose CA – 95117 +1-669-***-****

EDUCATION:

California State University, East Bay, Masters in Business Analytics Jan 2020 – July 2021 (Expected) Course work: Statistical Analysis, Data Mining, Database Management, Application Technology Fundamental for Analytics, Big Data Mumbai University, Bachelor of Engineering, Information Technology Sept 2009 - May2013 Course work: Design and Analysis of Algorithm, Software & Project Management, OOPS and Data Structure, Statistics, Algebra, Data mining and warehouse, Database management, Computer Architecture, Operating System, Cloud Technologies. SKILL SETS:

• Python, NumPy, Pandas, Matplotlib, R, Java, Hadoop.

• AWS, OCI, Azure, DevOps, Ansible, Terraform, Jenkins, Jira, OpenStack, Git.

• Oracle, MySQL, DB2, MongoDB

TOOLS:

• Microsoft Excel, SQL, Tableau, Agile Central, Jira, Confluence, CI/CD, IntelliJ, PyCharm, Jupyter-Notebooks. PROFESSIONAL EXPERIENCE:

Software Engineer Tech Blue Software Pvt. Ltd, India Jan 2015 – Jun 2018

• Worked as an engineer with additional responsibility of project management and project delivery.

• Worked with my team to draft an end to end project roll out phases, testing schedules and organize bug-bash sessions to test the product internally, before making the product globally available.

• Maintained KPI metrics and provided quarterly performance analysis of the team to the higher management.

• Analyzed the data and made insightful dashboards to tell stories with interesting visualizations using charts and graphs.

• Performed root cause analysis to solve the business problems and the issues in the business modeling. Process Improvement Initiatives:

• Increased company’s profit by 15%, by implementing mathematical models which helped in taking predictive decisions on improvising operational and deployment processes.

• Saved 35% of monetary investment by predicting appropriate servers required during peak seasons. Applied regression and classification models to predict server load.

• Collecting data on customer churn due to server down time and implemented a mitigation model using predictive analytics which helped in revenue growth by 25%.

• Performed planning, scheduling and goal completion using agile methodology. LEADERSHIP EXPERIENCE:

• Organized a bug-bash for the project inside the company where the challenge was to get the product tested by ~100 colleagues before being delivered to customer.

• Mentoring new team members and managing project schedule and roll out phases.

• Team leader for a group of 4 people in an academic project at CSUEB and organized team presentation and delivered the project and reports on time.

ACADEMIC PROJECTS:

• Airbnb (Data Mining): Predicting the optimized price for the host property (listings) in London, UK by using Data mining and Machine learning technologies. We trained 6 models (KNN-Regression, Regression - Tree, Random Forest, Bootstrap, Neural Network, Multiple regression) and checked the accuracy on the validation data for all the models.

• Uber Data Analysis: Analyzed and Visualized various parameters like trips by hours in a day and trips during months in a year by using python and its libraries (Pandas, Seaborn).

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