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Data Analyst with 1+ years in Python, SQL, and Machine Learning.
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Assessing your cultural and operational fit
Data Analyst with 1.8 years of experience, specialized in optimizing data workflows, ensuring accuracy through quality assurance, and developing data-driven solutions. Proven ability to reduce preprocessing time by 40% and improve data readiness. Strong skills in Python, SQL, machine learning, and data visualization tools like Tableau and PowerBI.
GUJARAT UNIVERSITY, AHMEDABAD.
Master of IT · Business Intelligence & Analysis
August 1, 2023 – June 30, 2025
MKBU, BHAVNAGAR.
Bachelor of Science · Mathematics
August 1, 2020 – June 30, 2023
APEXON
DATA ANNOTATION & OPERATIONS
June 1, 2025 – March 1, 2026
India
WOLKE K8 SOLUTION PVT.LTD.
DATA ANALYST INTERN
October 1, 2024 – May 1, 2025
India
CREATING OWN PYTHON LIBRARY
June 1, 2026 – Present
My aimed to simplify & automate the outlier detection & treatment process by creating a reusable Python-based solution. Hence resulting in 40% reduction in preprocessing time & improving data readiness for analysis across 10+ projects. This library name outlier_process, to statistical method automate I used IQR method & tool include modular components for trimming and capping.
E-COMMERCE CUSTOMER SEGMENTATION & PREDICTION
June 1, 2026 – Present
Build a model to segment customers and forecast future purchases based on 475000+ rows in historical data. Executed EDA, engineered RFM features, evaluated multiple clustering algorithms & developed a predictive model that improved customer segmentation accuracy by 78%. Established K-means clustering model to segment 475000+ e-commerce commerce customer based on purchasing behavior; model insights drove 15% increase in marketing campaign engagement.
AUTOMATED DATA UPLOAD AND TRANSFORMATION PORTAL (MYSQL INTEGRATION)
June 1, 2026 – Present
Built a full-stack solution using Python (backend), Streamlit (frontend) & MySQL, supporting uploads offline up to 100MB & handling datasets with over 1 million rows. Implemented features including file upload, column mapping, real-time data preview, transformation, and error handling, achieving 99.8% data accuracy through validations.
AI/ML GEO Data Analysis Course with Certificate
ISRO
June 1, 2026 – Present
Data Visualization with PowerBI Certificate
Udemy
June 1, 2026 – Present
Python for Data Science certificate
IBM FOUNDATIONAL
June 1, 2026 – Present
Data Analysis using python certificate
IBM Intermediate
June 1, 2026 – Present
Certified Data Science & Artificial Intelligence Course
Boston Institute Of Analytics
January 1, 2024 – Present
Cultural Fit Analysis
The candidate's diverse project portfolio, including a personal Python library, an e-commerce segmentation project, and a full-stack data portal, demonstrates initiative and a passion for data science beyond formal employment. The blend of academic qualifications (Mathematics, Business Intelligence) and practical certifications (IBM, Boston Institute) suggests a continuous learning mindset. The experience, though limited in duration, aligns well with a data-driven culture, showing an ability to contribute to data science and analytics projects.
Soft Skills & Operational Fit
The candidate's project descriptions indicate a proactive approach to problem-solving (e.g., automating outlier detection) and a focus on improving efficiency and accuracy. The internship experience suggests dedication and strong skills in a team environment. The role at Apexon involved optimizing workflows and quality assurance, indicating an attention to detail and operational effectiveness.