
Muhammad Talha
Customer Satisfaction is my First Priority
Habilidades

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Experiencia laboral
Machine Learning Engineer
NUST • Tiempo completo
Jan 2025 - Present • 1 yr 4 mos
I am responsible for designing, developing, and deploying intelligent systems that can learn from data and make predictions or decisions without being explicitly programmed. Also focus on improving model accuracy, handling large datasets, and ensuring models can scale efficiently in production environments. Use programming languages like Python and tools such as TensorFlow, PyTorch, and scikit-learn. Further, collaborate with data analysts, software engineers, and business teams to translate data insights into practical applications.
Computer Vision Engineer
SubSeaScanning • Tiempo parcial
Jun 2024 - Dec 2025 • 1 yr 6 mos
Conducted comparative analysis of point cloud registration (KISS-ICP, 3DTK, Open3D); 3DTK offered best efficiency for large-scale mapping, while KISS-ICP was 2× faster (handling 6.5° rotation & 10% overlap), validated with CloudCompare. Developing an underwater marker detection system by fine-tuning Detectron2; achieved 90% detection accuracy, extracted marker centers across RGB & grayscale channels (except red), supporting bundle adjustment optimization.