Samra I

Machine learning Engineer

islamia university of bahawalpur punjab pakistan • Período integral

Jan 2023 - Sep 2025 • 2 yrs 8 mos

Machine learning engineers design, develop, and deploy ML models to solve business problems using data-driven approaches. Core responsibilities include building scalable systems, optimizing algorithms, and collaborating with teams for production-ready solutions. Responsibilities: 1.Design and develop machine learning systems and deep learning models tailored to business needs. 2.Perform data preprocessing, feature engineering, and analysis on large datasets to prepare for training. 3.Research, implement, and optimize ML algorithms using tools like Python, TensorFlow, or PyTorch. 4.Run experiments, tests, and statistical analysis to evaluate model performance and fine-tune results. 5.Deploy models into production, build scalable pipelines, and integrate with applications via APIs. Engineers collaborate with data scientists and stakeholders to gather requirements and transform prototypes into deployable solutions. They monitor systems, retrain models as needed, and stay updated on AI advancements to improve efficiency