Data Science with 1+ years in Data Analysis & ML
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Assessing your cultural and operational fit
Data Analyst with hands-on experience in SQL, Python, Power BI, and Excel, focused on extracting insights from large datasets to support business decisions. Delivered end-to-end analytics projects spanning EDA, predictive modeling, and dashboarding. Recently upskilled in GenAI to align with modern data workflows. Strong problem-solving mindset and business acumen.
Ganpat University
Bachelor of Technology · Information Technology
July 1, 2019 – July 1, 2023
Vaman Buildcon
Data Analyst
April 1, 2025 – Present
Himatnagar, Gujarat, India
Cerebulb India Pvt Ltd.
Python Developer
January 1, 2023 – May 1, 2023
Gandhinagar, Gujarat, India
Netflix-Movies-and-TV-Shows-Clustering
March 1, 2024 – March 1, 2024
Analyzed 8K+ titles to identify patterns and group similar content for improved recommendations and content strategy. Applied K-Means clustering and principal component analysis, reducing dimensionality by 40% and improving content segmentation for recommendation use cases. Created visualizations with Seaborn and Matplotlib to communicate insights to technical and non-technical stakeholders.
View ProjectInvoice/Receipt OCR Extraction System
March 1, 2024 – March 1, 2024
Built an OCR-based system using Python, Tesseract, and invoice2data to extract key fields (date, vendor, amount) from PDF invoices. Automated data processing and CSV export, reducing manual entry time and improving accuracy for financial analysis.
View ProjectAirBnb Bookings Analysis
May 1, 2023 – May 1, 2023
Analyzed 50K+ booking records to identify pricing, availability, and customer preference trends, uncovering opportunities to boost revenue by 10%. Used SQL, Python, and Power BI for data cleaning, EDA, and visualizations to reveal pricing trends, booking frequency, and neighborhood demand. Delivered an interactive Power BI dashboard for real-time monitoring and strategic decision-making.
View ProjectFull Stack Data Science
AlmaBetter (IIT Guwahati)
March 1, 2024 – Present
Cultural Fit Analysis
The candidate's project diversity (Netflix clustering, Airbnb analysis, OCR system) and professional experience (Data Analyst, Python Developer) demonstrate a broad interest in data-related challenges. The recent certification in Full Stack Data Science, including GenAI, shows a commitment to continuous learning and staying current with industry trends, which aligns well with a dynamic, innovation-focused culture. The target role of Data Science is a good fit for their demonstrated skills and career trajectory.
Soft Skills & Operational Fit
The candidate's project descriptions highlight an ability to communicate insights to both technical and non-technical stakeholders, suggesting good communication skills. Their proactive learning (GenAI certification) indicates a strong work attitude and adaptability. The experience in optimizing SQL queries and automating tasks points to an efficiency-driven mindset. However, without psychometric test results, a deeper assessment of stress handling and team collaboration is not possible.