Afia Ishaq

Afia Ishaq

Data Science Lecturer
Qatar
Urdu, Pashto, English

نبذة عني

Data Science Lecturer at Riphah International University with experience in data science, machine learning, statistics, and curriculum development. Also experienced as a remote Data Scientist and Graphic Designer, with a…

الخبرة

Data Science Lecturer

Riphah International University, Islamabad, Pakistan
Nov 2021 - حتى الآن · 4 سنوات 7 أشهر

Conducted engaging lectures and workshops on data science, machine learning, and statistics.
Formulated and maintained industry-aligned curriculum to promote critical thinking.
Conducted data analysis, implemented predictive models, and effectively communicated insights to students, bridging the gap between theoretical concepts and practical application.
Provided mentorship for students in research endeavors, elevating program efficacy.

Data Science Lecturer and Researcher

Riphah International University
Nov 2021 - حتى الآن · 4 سنوات 7 أشهر

Curriculum Development: Design and update courses related to data science, machine learning, statistics, and related subjects. Ensure that the curriculum reflects the latest developments in the field.

Teaching: Conduct lectures, seminars, and workshops for undergraduate and/or graduate students. Deliver course materials effectively and engage students in learning.

Student Supervision: Advise and mentor students on their projects, theses, or dissertations related to data science. Provide guidance and support for their academic and career development.

Assessment: Develop and administer assessments, exams, and assignments to evaluate student performance. Provide constructive feedback to help students improve their skills.

Research: Engage in research activities related to data science, either independently or as part of a research team. Publish research papers in academic journals and present findings at conference Research Planning: Develop research plans and strategies, including defining research questions, objectives, and hypotheses. Create a roadmap for the research project.

Data Collection: Gather data from various sources, which may include surveys, experiments, public datasets, or proprietary data. Ensure data quality and integrity.

Data Analysis: Apply statistical and machine learning techniques to analyze data and extract meaningful insights. Develop models and algorithms to solve research problems.

Data Scientist (Remote)

Zeesign Tech Pvt-Ltd, Islamabad, Pakistan
Feb 2019 - Mar 2023 · 4 سنوات 1 شهر

Extracted insights from complex data using statistical methods and machine learning.
Communicated findings through impactful data visualizations.
Developed and deployed predictive models to optimize business processes, improving software solutions and enhancing efficiency.

Guest Trainer- Graphic Designing

Riphah Arts Club, Islamabad, Pakistan
Nov 2021 - Dec 2021 · 1 شهر

Provided expert guidance and hands-on training to students, fostering their graphic design skills and creativity in Adobe Photoshop, Illustrator, InDesign, and online design tools like Canva.
Collaborated with the curriculum development team to ensure that training materials remained up-to-date and aligned with industry trends.

Graphic Designer

Team Diya, Islamabad, Pakistan
May 2018 - Jun 2019 · 1 سنة 1 شهر

Produced captivating visuals aligned with event standards.
Delivered quality digital and print assets on time.
Translated client vision into compelling designs.

المهارات

علم البيانات جمع العينات تمثيل البيانات خوارزميات تعلم الآلة التعلم العميق معالجة اللغة الطبيعية Python PyROOT RDataFrame Keras TensorFlow Scikit-Learn Machine Learning Statistics Hypothesis Testing Central Limit Theorem Data Analysis Pandas NumPy Adobe Photoshop Adobe Illustrator Canva WordPress Wix PHP Laravel Java EE SVM Decision Tree Naive Bayes Random Forest GaussianNB LDA BERT Hugging Face Octoparse
الإبلاغ عن هذا الملف الشخصي؟