Phani Madhavi
Los Angeles,CA
Summary
Skilled Data Analyst with over 4 years of experience, recently promoted to Assistant Manager. Expertise in analyzing complex datasets, extracting actionable insights, and presenting findings to drive informed decision-making. Proficient in statistical analysis, data visualization, and predictive modeling using Python, R, SQL, and Tableau. Adept at database development and maintenance, ensuring data accuracy, integrity, and security. Exceptional problem-solving abilities and a detail-oriented approach enable effective identification of trends, patterns, and anomalies. Strong communicator, experienced in cross-functional collaboration, and dedicated to continuous improvement of data analytics practices.
Overview
6
6
years of professional experience
Work History
Assistant Manager
Star Health and Allied Insurance
02.2022 - 10.2022
- Developed a gender identification algorithm using classification models for large datasets, enhancing data integrity and analysis efficiency
- Spearheaded the creation of fraud analysis rules for claims, leading data preparation efforts and team collaboration to optimize fraud detection processes
- Managed and trained a team of three in fraud analysis testing, fostering skill development and ensuring accurate analysis results
- Conducted data analyst duties alongside managerial responsibilities, contributing to comprehensive data analysis and strategic decision-making
- Oversaw training programs for team members and conducted performance evaluations, ensuring continuous improvement and alignment with organizational goals.
Data Analyst
Star Health and Allied Insurance
03.2021 - 02.2022
- Led data designing and modeling efforts, translating raw data into actionable insights through requirement gathering and detailed design phases
- Developed a Python script automating 80% of data validation processes, streamlining operations and reducing manual effort
- Generated comprehensive reports summarizing business data for management review
- Implemented data retrieval from Zoho CRM using OAuth 2.0 for authentication and API calls
- Utilized Python libraries to fetch and parse data from various CRM modules such as Contacts and Leads
- Ensured robust error handling for API interactions, enhancing data integration and workflow automation
- Established and refined Standard Operating Procedures (SOPs), ensuring consistency and compliance in data management practices.
Transportation Specialist
Amazon Development Centre India
08.2016 - 08.2018
- Developed Python scripts to load data into data frames, perform data cleaning, ensuring data accuracy and integrity
- Segregated data based on business functions and uploaded it onto Automata for individual team usage, optimizing data accessibility and utilization
- Supported termination investigations of approximately 1100 Delivery Partners and semi-automated defect notifications to around 4000 Delivery Partners weekly
- Conducted re-onboarding investigations for approximately 900 Delivery Partners weekly, ensuring compliance and resolving operational issues promptly
- Managed delivery block surge pricing across 100+ delivery stations in the US, UK, and Singapore, ensuring steady driver coverage and efficient delivery operations.
Education
Springboard Data Science and Machine Learning Bootcamp -
PGP (Data Science and Machine Learning), Great Lakes Institute of Management -
MTech (Biotechnology), Jawaharlal Nehru Technological University -
BTech (Biotechnology), Koneru Lakshmaiah University -
Skills
- Data Analysis: SQL Querying, Python Programming, Tableau, Statistical Analysis, Data Visualization
- Machine Learning: Predictive Modeling, Azure Data Factory, PySpark
- Data Management: Data Warehousing, Data Synthesis, MS Office Suite, Risk Assessment
Accomplishments
- Peak Performance Awards: Recognized by supervisors and managers for high performance during the Amazon Peak seasons of 2016 and 2017.
- Pilot Program Contributor: Contributed to three pilot programs at Amazon's Hyderabad site, laying the groundwork for future implementations.
- Employee of the Year, Star Health and Allied Insurance (2022): Recognized for outstanding performance and contributions to fraud analysis and team management.
- Data Analyst of the Year, Star Health and Allied Insurance (2021): Awarded for excellence in data design and modeling efforts and for automating data validation processes.
- Best Innovator Award, Amazon Development Centre India (2017): For developing Python scripts that significantly improved data cleaning and accuracy.
- Outstanding Service Award, Amazon Development Centre India (2016): For exemplary service and commitment to operational efficiency and compliance.
Coursework
- Data Structures and Algorithms
- Machine Learning
- Data Mining
- Statistical Analysis
- Data Visualization
- Python for Data Science
- Predictive Modeling
- Azure Data Factory
- Database Management
- Big Data Technologies
Hobbies and Interests
- Indian Classical Music
- Traveling
- Cooking
- Nutrition
Timeline
Assistant Manager
Star Health and Allied Insurance
02.2022 - 10.2022
Data Analyst
Star Health and Allied Insurance
03.2021 - 02.2022
Transportation Specialist
Amazon Development Centre India
08.2016 - 08.2018
Springboard Data Science and Machine Learning Bootcamp -
PGP (Data Science and Machine Learning), Great Lakes Institute of Management -
MTech (Biotechnology), Jawaharlal Nehru Technological University -
BTech (Biotechnology), Koneru Lakshmaiah University -
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