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Hi, I'm Ayesha, a Metallurgy and Materials Engineer from Pakistan.
Hi, I'm Ayesha, a Metallurgy and Materials Engineer from Pakistan.
Exploring functional nanomaterials through experimental research and computational approaches.
Explore My CEP
Featured Research Projects
Featured Research Projects
Exploring functional nanomaterials, biomedical applications, and machine-learning-assisted materials design.
Dysprosium-Based Nanoparticles for Biomedical Applications
Dysprosium-Based Nanoparticles for Biomedical Applications
NANOTECHNOLOGY | BIOMEDICAL
Synthesized and characterized dysprosium oxide (Dy₂O₃) nanoparticles, including iron- and manganese-doped formulations, for potential biomedical applications. Explored dysprosium-loaded mesoporous silica nanoparticles and evaluated selected formulations for antimicrobial activity.
Machine-Learning Prediction of MRI Contrast-Agent Performance
Machine-Learning Prediction of MRI Contrast-Agent Performance
MACHINE LEARNING | NANOMEDICINE
Developed a machine-learning workflow to predict transverse relaxivity (r₂) in lanthanide-based MRI contrast agents using literature-derived data, feature engineering, and comparative model evaluation.
Upconversion Nanoparticles for Glioblastoma Therapy
NANOMEDICINE | COMPUTATIONAL MATERIALS SCIENCE
Explored a machine-learning-based framework to screen upconversion nanoparticle–photosensitizer combinations for potential multimodal therapy targeting glioblastoma, IDH-wildtype, CNS WHO grade 4.
Engineering and Scientific Software Experience in engineering design, image analysis, and casting simulation.
Engineering and Scientific Software Experience in engineering design, image analysis, and casting simulation.
ImageJ
ImageJ
Scientific image processing and quantitative analysis of microscopy images.
X'Pert HighScore
XRD data analysis, phase identification, and diffraction-pattern interpretation.
SolidWorks
SolidWorks
3D modelling, engineering design, and visualization of components.
ProCAST
ProCAST
Casting process simulation and analysis of metal solidification and heat transfer.
Characterization & Testing Techniques
Hands-on experience in nanoparticle characterization, optical analysis, microstructural examination, and materials testing.
Dynamic Light Scattering (DLS)
Dynamic Light Scattering (DLS)
Nanoparticle size and size-distribution analysis.
Photoluminescence (PL) Spectroscopy
Photoluminescence (PL) Spectroscopy
Optical emission analysis using the F98 instrument.
UV–Visible Spectroscopy
UV–Visible Spectroscopy
Optical absorption analysis of nanomaterials.
Metallography
Metallography
Microstructural examination and grain analysis.
Non-Destructive Testing (NDT)
Non-Destructive Testing (NDT)
Material inspection and defect detection.
Advanced Courses & Certifications
Continuously developing my expertise through advanced courses and professional training in materials science and computational techniques.
Advanced Functional Ceramics
Properties and applications of advanced ceramics.
Additive Manufacturing
3D-printing processes, materials and design.
3D-printing processes, materials and design.
Welding & NDT
Welding processes and weld inspection methods.
Welding processes and weld inspection methods.
Introduction to Neural Networks with PyTorch
Building and training neural networks in PyTorch.
Building and training neural networks in PyTorch.
Python Data Structures
Organizing and processing data in Python.
Python for Everybody
Python for Everybody
Python fundamentals and problem-solving.
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