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Data Analyst with 1+ years in SQL, Python, and Power BI
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Assessing your cultural and operational fit
Data analyst with SQL querying, Python-based EDA, KPI tracking, and Power BI dashboard development. Built end-to-end analytics pipelines on datasets of 50,000+ records and delivered stakeholder-ready reports at Cisco Systems. Comfortable preprocessing messy data, writing window-function SQL, and presenting findings to non-technical audiences.
Chaitanya Bharthi Institute of Technology
B.Tech · Electronics & Communication Engineering
August 1, 2019 – June 30, 2023
Cisco Systems
Software Test Engineer Trainee
November 1, 2024 – November 1, 2025
Bengaluru, Karnataka, India
HR Employee Attrition Analysis
June 17, 2026 – Present
Preprocessed and cleaned 1,470 employee records using Pandas — handled missing values, outliers, and inconsistent categorical fields. Wrote SQL using RANK OVER window functions to rank departments by attrition risk; CASE statements to segment employees into salary bands. Found that overtime employees earning below median salary showed 3× higher attrition — flagged as the highest-risk profile for HR intervention. Built a 3-page Power BI dashboard with KPI cards, risk filters, and a conditional-formatted high-risk employee table for non-technical stakeholders.
Sales Performance & Customer Insights Dashboard
June 17, 2026 – Present
Cleaned and processed 50,000+ sales records in Python and SQL — standardised categories, resolved duplicates, and structured data for reporting. Built Power BI dashboards tracking revenue growth, customer retention, and sales velocity with drillthrough filters across region and time period. Identified top 3 revenue-generating customer segments by transaction frequency and order value, contributing to a pipeline refocus.
SQL for Data Analytics
Unknown
June 1, 2026 – Present
Python for Data Analytics
Unknown
June 1, 2026 – Present
Introduction to Data Analytics
Unknown
June 1, 2026 – Present
Full Stack Java Developer
NareshIT
June 1, 2026 – Present
Cultural Fit Analysis
The candidate's academic projects demonstrate a proactive approach to learning and applying data analytics skills. The 'Software Test Engineer Trainee' role at Cisco Systems, even if short-term, indicates exposure to an enterprise environment and structured workflows. The breadth of tools (Python, SQL, Power BI, Jupyter Notebook, Git) and project diversity (HR attrition, sales performance) suggest adaptability and a willingness to tackle different business problems, which aligns well with a dynamic data analyst role.
Soft Skills & Operational Fit
The candidate demonstrates good communication skills through clear project descriptions and actionable insights. Their experience in interpreting large-volume logs and translating findings into QA reports suggests an ability to communicate technical information to cross-functional teams. The academic projects show initiative and problem-solving capabilities.