Associate Data Analyst with less than a year in Data Analytics & Visualization
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Assessing your cultural and operational fit
Highly analytical and detail-oriented Associate Data Analyst with a Bachelor of Business Analytics background. Skilled in leveraging data to identify trends, optimize operations, and inform strategic decision-making. Proven ability to create insightful dashboards, automate workflows, and deliver data-driven recommendations to improve business performance and efficiency.
University of Central Punjab (UCP)
BSBA · Business Analytics
August 1, 2021 – June 30, 2026
Johnny and Jugnu
Associate Data Analyst
November 1, 2025 – Present
Lahore, Punjab, Pakistan
Beaconhouse Group
IT Intern
September 1, 2025 – September 30, 2025
Lahore, Punjab, Pakistan
Visual Prophecy
Intern
June 1, 2024 – August 31, 2024
Lahore, Punjab, Pakistan
Final Year Project (FYP)
October 1, 2024 – July 31, 2025
Designing a data-driven Performance Management System for coders at Educative, an online IT company. Tracks key performance indicators (KPIs) to support data-based decisions and performance improvement. Offers insights for Project Managers and HR to boost productivity and align with company goals.
Exploratory Data Analysis & Visualization
June 1, 2024 – July 31, 2024
Analyzed student survey data using RStudio to find patterns in cafeteria satisfaction. Turned written feedback into numbers using Excel and Power Query. Found two main student groups and shared simple ideas to improve seating, cleanliness, ambiance, and food.
Sentimental Analysis
June 1, 2024 – July 31, 2024
Built a sentiment analysis model using VADER and RoBERTa to compare lexicon-based and AI-based methods. Created visualizations to show sentiment trends and differences between the two approaches. Helped businesses better understand customer feedback to improve products, sales, and marketing.
Cultural Fit Analysis
The candidate's involvement in founding and leading student communities (Business Analytics Community, Business Analytics Society) demonstrates initiative, collaboration, and a proactive approach to learning and networking. The diversity of academic projects (performance management, sentiment analysis, cafeteria satisfaction) and internship experiences (IT, marketing) suggests adaptability and a broad interest in applying data analytics across different domains, which indicates a good cultural fit for a dynamic environment.
Soft Skills & Operational Fit
The candidate demonstrates strong analytical, critical thinking, decision-making, and problem-solving skills through project descriptions and experience. Leadership roles in student organizations suggest good team collaboration and communication abilities. The current Associate Data Analyst role aligns well with the target role, indicating a good operational fit.