I'm Monika, a 6th-semester B.Tech (Data Science) student.
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
AQI-Prediction-Model
February 22, 2026 – Present
Time-series based Air Quality Index (AQI) prediction model built using multi-city Indian pollution data. Includes EDA, feature engineering (log & lag features), and Random Forest/XGBoost models achieving 0.90+ R2 accuracy.
View ProjectEcommerce-customer-behavior-analysis
February 21, 2026 – Present
Analytical exploration of ecommerce customer behavior (2020–2023) using Tableau, covering segmentation, churn patterns, return impact, and revenue forecasting.
View ProjectLarge_file_Indexing
February 21, 2026 – Present
Implementation of a Trie-based indexing system in Java to enable optimized word lookup and scalable search performance on large text files.
View ProjectAQI-prediction-india-ml
January 8, 2026 – Present
Time-series AQI prediction for Indian cities using Random Forest and XGBoost, deployed as a Streamlit web app
View ProjectBank-Management-System-In-Java
June 8, 2025 – June 8, 2025
Bank-Management-System-In-Java — GitHub repository
View ProjectGlobal-Traffic-Accident-Analysis-Data-Science-Project
June 8, 2025 – June 8, 2025
Comprehensive traffic accident analysis using Python to examine patterns across time, weather, road conditions, and geography, revealing key behavioral risk factors and actionable safety recommendations.
View ProjectCultural Fit Analysis
The candidate's project portfolio is entirely personal and lacks any team-based or collaborative projects, which makes it difficult to assess cultural fit. The projects are aligned with a Data Scientist role, but the absence of professional experience or team contributions limits the assessment.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. The candidate's projects indicate an ability to work independently on defined problems.