Anum Tahir
Angestellt, Research Assistant, Lahore University of Management Sciences
Studentin, MS in Computer Science, Lahore University of Management Sciences
Lahore, Pakistan
Über mich
Relating to the field of modern computing, I am doing my Masters in Data Science with major subjects including Machine Learning, Data Analysis, Data Mining. My technical expertise are in Python, C++, C#, SQL, HTML and CSS. Moreover I have a good hands-on experience in Machine Learning algorithms with the following framework: - Tensorflow, Numpy, Pandas, Matplotlib, Scikit-learn
Werdegang
Berufserfahrung von Anum Tahir
Bis heute 1 Jahr und 10 Monate, seit Aug. 2022
Research Assistant
Lahore University of Management Sciences
Collection of dataset using different sensors i.e Implexx sap flow senor, Mh-Z14 NDIR CO2 sensor, DHT22 temperature sensor Estimate irrigation demand in a specified area using sap flow analysis. Use machine learning techniques for prediction of sap flow. Use of different optimization approaches (grid search, random search, bayesian search and genetic algorithm) to enhance the accuracy of ML models Find correlation of sap flow obtained from sensor and multispectral imagery.
Bis heute 5 Jahre und 5 Monate, seit Jan. 2019
Data Scientist
Lahore University of Management Sciences
7 Monate, Jan. 2022 - Juli 2022
Graduate Teaching Assistant
Lahore University of Management Sciences
Engage in weekly meetings with professor to streamline the course curriculum Design academic projects/assignments to give hands on experience of the subject to the students. Provide assistance in the classroom to conduct and invigilate assessments. Actively manage office hours duty to cater student’s queries.
8 Monate, Nov. 2020 - Juni 2021
Research Assistant
Energy Informatics Group LUMS
Worked on the project “Smart Feature Selection for Improved Cyclic Loss Prediction of Li-ion EV Battery Degradation”. Actively participated in bi-weekly meetings with group members. Assisted in designing the workflow of the project. Responsible for data analysis using Python platform. Made reports of the obtained results in Latex for further evaluation and presented to the team.
Ausbildung von Anum Tahir
Bis heute 3 Jahre und 9 Monate, seit Sep. 2020
MS in Computer Science
Lahore University of Management Sciences
3 Jahre und 11 Monate, Sep. 2016 - Juli 2020
BS in Computer Science
University of Engineering and Technology, Lahore
Sprachen
Englisch
Muttersprache
Chinesisch
Grundlagen
Punjabi
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Urdu
Muttersprache