Skills & Expertise (21)
Work Experience
Data Analyst
Ericsson India Pvt. Ltd.
Aug 2022 - Present
Performed data mining using structured datasets sourced from multiple job portals including Naukri, LinkedIn, Indeed, Monster, and Shine. Utilized Python (Pandas, NumPy) and SQL for data extraction, cleansing, transformation, and validation. Conducted exploratory data analysis (EDA) to identify trends and anomalies affecting hiring, attrition, onboarding efficiency, and payroll accuracy. Developed and applied machine learning models including Logistic Regression, Decision Trees, Random Forests, and Gradient Boosting for attrition risk prediction. Used Linear Regression, Ridge/Lasso Regression, and Isolation Forest techniques for payroll variance detection and anomaly identification. Applied K-Means clustering for workforce and onboarding segmentation analysis. Prepared and shared consolidated Excel datasets derived from mined data with recruiters and HR stakeholders for decision support. Automated payroll and compensation workflows including Annual Salary Reviews (ASR) using Python and Excel-based logic. Built automated data consolidation pipelines to merge payroll, compensation, and employee datasets from multiple HR systems. Implemented validation and control checks to flag discrepancies in payroll, reimbursements, and compensation data. Designed and maintained Power BI dashboards to track workforce metrics, audit data, and HR operational performance. Built interactive dashboards to visualize onboarding conversion rates, hit ratio, and turnaround time (TAT). Translated analytical outputs into executive-ready visual stories aligned with defined KPIs and business objectives.
Education
Bachelor of Technology in Electrical and Electronics Engineering - Hindustan College of Science and Technology
2014 - 2018 · Afghanistan
Certifications
Fundamentals of the Generative AI Playground Assessment
Ericsson India Pvt. Ltd. · 2025
Generative AI Drivers License
Ericsson India Pvt. Ltd. · 2025
Responsible Use of Generative AI
Ericsson India Pvt. Ltd. · 2025
Track 1: Introduction to Machine Learning
Skillsoft · 2025
Track 2: Supervised Learning I: Linear and Logistic Regression
Skillsoft · 2025
