Data Science with less than a year in MIS and expertise in Machine Learning, Python, and Data Analys
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
B.Tech Computer Science graduate with hands-on experience in Python, Machine Learning, Data Science, and Data Analysis. Strong background in data preprocessing, exploratory data analysis (EDA), feature engineering, and predictive modeling using Scikit-learn, Random Forest. Proficient in SQL, Power BI, and cloud technologies, with a strong focus on data-driven decision making and credit risk analytics.
Techno India University
Bachelor of Technology (B.Tech) · Computer Science and Engineering
July 1, 2022 – July 1, 2025
ARKCA Trading Solutions
MIS Executive
April 1, 2026 – Present
Kolkata, West Bengal, India
E-Commerce Product Performance Analysis
February 1, 2026 – Present
Analyzed 2,000+ e-commerce products using Python to assess pricing, discounts, delivery time, and return behavior. Performed data cleaning and exploratory data analysis (EDA) to identify key drivers of product returns and customer ratings. Found that higher discount rates increase return rates, while longer delivery times negatively impact customer ratings.
View ProjectLoan Default Prediction System
January 1, 2026 – Present
Developed an end-to-end Loan Default Prediction model using machine learning on a real-world financial dataset with 255,000+ records. Performed data preprocessing, feature selection, and exploratory data analysis (EDA) to identify key credit risk indicators such as income, credit score, loan amount, and DTI ratio. Handled class imbalance using SMOTE, improving the model's ability to identify high-risk defaulters by 35%. Trained and evaluated a Random Forest classifier, optimizing performance using recall and ROC-AUC metrics for credit risk assessment.
View ProjectMobile Sales Dashboard
August 1, 2025 – Present
Designed interactive dashboards using DAX to track KPIs and sales performance. Improved reporting accuracy by 40% through advanced data visualization and analytics.
View ProjectSQL for Data Analysis
Unknown
August 1, 2025 – Present
Deloitte Data Analytics Job Simulation
Deloitte
July 1, 2025 – Present
SAP S/4HANA Development
SAP
January 1, 2025 – Present
Cultural Fit Analysis
The candidate's projects demonstrate initiative and a proactive approach to learning and applying data science concepts. The diversity of projects (loan prediction, e-commerce analysis, sales dashboard) shows a breadth of interest and ability to tackle different business problems. The certifications further indicate a commitment to continuous learning. However, the current professional experience as an MIS Executive is not directly aligned with a senior Data Science role, which might require a stronger cultural fit with a research-oriented or advanced analytics team.
Soft Skills & Operational Fit
The candidate's project descriptions indicate an ability to work on end-to-end data science problems, from data cleaning to model evaluation. The MIS Executive role suggests experience in data management, reporting, and coordination, which are valuable for operational fit. However, the current role is more focused on reporting than advanced data science, indicating a potential gap in direct senior-level operational experience in data science.