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Data Analyst with less than a year in Python, SQL & Machine Learning
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Assessing your cultural and operational fit
Results-driven Data Analyst and aspiring Data Scientist with hands-on internship and project experience transforming raw data into actionable insights and predictive models using Python, SQL, Power BI, Tableau, machine learning, and NLP.
Rajiv Gandhi Institute of Petroleum Technology
Bachelor of Technology
August 1, 2023 – June 30, 2027
Sardar Patel Senior Secondary School
Senior Secondary (Class XII)
N/A – May 31, 2022
Apecllo Pvt. Ltd.
Research Data Analyst
March 1, 2026 – May 1, 2026
India
Password Strength Prediction using NLP & Machine Learning
January 1, 2026 – June 1, 2026
Built a multiclass ML model to classify passwords as Weak, Medium, or Strong, achieving ~80% accuracy on a real-world password dataset stored in a SQLite database. Applied character-level TF-IDF vectorization and engineered complexity features (password length, uppercase/lowercase/digit/special-character counts) to capture security patterns. Trained a Logistic Regression classifier and evaluated performance using accuracy score, confusion matrix, and classification report, after thorough data cleaning and EDA.
View ProjectEnd-to-End Loan Analysis Dashboard
January 1, 2026 – June 1, 2026
Developed a financial analytics dashboard analyzing loan distribution, customer demographics, and default trends to surface loan-performance insights. Created DAX measures including YoY growth, YTD metrics, and business-validation KPIs for interactive, decision-ready reporting. Streamlined data preparation with Power Query and used AI-assisted analytics workflows to improve dashboard development efficiency.
View ProjectStudent Mental Health Dashboard
January 1, 2026 – June 1, 2026
Created an interactive Tableau dashboard analyzing student lifestyle and mental-health patterns across study habits, sleep duration, academic pressure, and financial stress. Cleaned and transformed raw datasets using SQL and performed exploratory data analysis to identify behavioral insights and correlations.
View ProjectHack4Delhi 2026
Hack4Delhi
June 1, 2026 – Present
LeetCode
LeetCode
June 1, 2026 – Present
Myntra Hackathon 2024
Myntra
January 1, 2024 – Present
Cultural Fit Analysis
The candidate's academic projects cover diverse domains like financial analytics, mental health, and password security, showcasing adaptability and a broad interest in applying data analysis. Participation in hackathons (Hack4Delhi, Myntra Hackathon) suggests a proactive, competitive, and team-oriented spirit. The internship as a Research Data Analyst aligns well with a data-driven culture. However, as an early-career professional, the full extent of cultural alignment with a senior role's demands for leadership and mentorship is still developing.
Soft Skills & Operational Fit
The candidate's project descriptions and internship experience suggest an ability to translate technical findings into business insights and work with diverse datasets. Participation in hackathons indicates a collaborative and results-oriented mindset. However, with limited professional experience, the depth of operational fit in a senior role is yet to be fully demonstrated.