
Shayan A
AI Undergraduate
Skills

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Werkervaring
Summer Intern
Oil and Gas Development Company Limited • Fulltime
Jul 2026 - Aug 2026 • 1 mo
Worked in the Systems Department at OGDCL Islamabad as part of a technical team developing an enterprise Internship Management System to automate applicant evaluation, candidate selection, and data processing pipelines. Key Responsibilities & Contributions: • Data Cleaning & Preprocessing: Processed and sanitized large applicant datasets using Python (Pandas & NumPy), handling missing data, outlier filtering, feature encoding, and data normalization for pipeline ingestion. • Exploratory Data Analysis (EDA): Conducted comprehensive EDA to uncover data patterns, candidate background distribution, and feature correlations to drive model feature engineering. • Machine Learning Implementation: Designed, trained, and evaluated a Random Forest Classification model using Scikit-Learn to automate candidate qualification assessment and decision support. • Cross-Functional Collaboration: Collaborated within a multidisciplinary team to align data science workflows and predictive modules with OGDCL's internal HR and IT system requirements. Technologies: Python, Pandas, NumPy, Scikit-Learn (Random Forest), EDA, Data Preprocessing, Git.