Data Analyst with less than a year in SQL, Python & Machine Learning
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Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
Aspiring Data Analyst with practical experience in SQL, Python, Power BI, and Machine Learning. Skilled at transforming raw data into actionable insights through real-world projects and internships, with a strong passion for leveraging data-driven solutions to improve efficiency and business decision-making.
Mumbai University
Bachelor of Computer Engineering · Computer Engineering
N/A – June 30, 2026
Cloud Counselage Pvt. Ltd.
Data Analyst Intern
August 1, 2024 – October 31, 2024
Mumbai, Maharashtra, India
Orange Telco Churn Prediction
January 1, 2026 – June 30, 2026
Built a predictive churn model using ensemble learning (Voting Classifier) with class_weight=balanced to address dataset imbalance. Conducted EDA to identify key churn drivers (contract type, tenure, charges), and integrated predefined churn reasons & retention suggestions for explainability. Deployed a Flask web app on Render, enabling live churn predictions with ~82% accuracy for proactive customer retention strategies.
Flipkart Product Recommendation System
January 1, 2026 – June 30, 2026
Developed a hybrid recommendation engine combining content-based and collaborative filtering, with a tunable weighting system (alpha) for flexibility. Designed a Flask web application with purchase logging to track user behaviour and deliver personalized product recommendations. Deployed the system on Render, showcasing real-time recommendation workflows and enhancing product discovery for e-commerce use cases.
NYC 311 Complaint Analytics Dashboard
January 1, 2026 – June 30, 2026
Built a real-time Power BI dashboard by integrating live complaint data from the NYC Open Data 311 API (10,000+ records, auto-refreshable). Designed interactive KPIs and visualizations (complaints by type, borough, resolution SLA, trends over time) to assist city agencies in tracking service response and improving community satisfaction. Published and automated refresh schedules in Power BI Service, enabling decision-makers to access continuously updated insights.
Google Advanced Data Analytics Certificate
January 1, 2025 – Present
SQL (Intermediate) Certification
HackerRank
January 1, 2024 – Present
Cultural Fit Analysis
The candidate demonstrates a strong passion for leveraging data-driven solutions, which aligns well with a data-centric organizational culture. The diversity of projects (Telco churn, E-commerce recommendations, City complaints) shows a broad interest in applying data analysis to different domains. The focus on explainability in models and improving decision-making indicates a results-oriented mindset. However, the candidate is still early in their career, and their cultural fit would benefit from further assessment during interviews regarding collaboration styles and adaptability in a team setting.
Soft Skills & Operational Fit
The candidate's projects and internship description highlight problem-solving, communication, teamwork, and adaptability. The ability to automate workflows and deliver interactive visualizations suggests a proactive approach to improving efficiency and stakeholder satisfaction. Exposure to project management practices indicates an understanding of structured problem-solving and professional reporting.