Danyal Khan
Data Scientist
ISLAMABAD
Summary
An ambitious individual with great fondness for Data and Artificial Intelligence. Always on the look out for new trends and practices in the world of Data Science and eager to evolve time. Detail-oriented team player with strong organizational skills. Ability to handle multiple projects simultaneously with a high degree of accuracy.
Overview
5
5
years of professional experience
1
1
Certification
Work History
Python and Machine Learning Consultant
Upwork
10.2022 - Current
- Weather and Streamflow data analysis
- Data pre-processing for implementation of Predictive Models
- Feature selection
- Development of time series based Machine Learning models for multi-variate streamflow forecasting using weather data
- Validation and testing of developed models
- Multi-step ahead predictions using recursive forecasting mechanism
Research Assistant
Higher Education Commission
07.2022 - 10.2022
- Worked as a coding lead in a government funded project
- Analyzed antenna weights' data
- Implemented optimization algorithms for optimal antenna weights' selection
- Developed deep learning models for optimal antenna weights' selection
Graduate Research Fellow
Ghulam Ishaq Khan Institute
01.2020 - 05.2022
- Analysis of residential Load Consumption data
- Development of multi-variate regression based Deep Learning models for Load Forecasting
- Development of time series based univariate Machine Learning models for multiple households' Load Forecasting
- Optimization of appliances' scheduling for multiple households using Deep Reinforcement Learning based multi-agent system
Education
Master of Science - Artificial Intelligence
Ghulam Ishaq Khan Institute - Pakistan
Topi, Khyber Pakhtunkhwa, Pakistan05.2022
Bachelor of Science - Electrical Engineering
University of Engineering And Technology - Pakistan
Peshawar, KPSkills
Python
SQL
R
Tableau
Microsoft Excel
Google Sheets
MATLAB
Pandas
Numpy
Matplotlib
Microsoft Office
Latex
Languages
English
Urdu
Pashto
Publications
- Combined DR Pricing and Voltage Control Using Reinforcement Learning Based Multi-Agents and Load Forecasting, IEEE Access, 10, 130839-130849, 2022, 10.1109/ACCESS.2022.3228836
- Performance Analysis of Machine Learning Techniques for Load Forecasting, 2021 16th International Conference on Emerging Technologies (ICET), 1-6, 2021, 10.1109/ICET54505.2021.9689903
Certification
Google Data Analytics Professional Certificate
Timeline
Python and Machine Learning Consultant
Upwork
10.2022 - Current
Research Assistant
Higher Education Commission
07.2022 - 10.2022
Graduate Research Fellow
Ghulam Ishaq Khan Institute
01.2020 - 05.2022
Master of Science - Artificial Intelligence
Ghulam Ishaq Khan Institute - Pakistan
Bachelor of Science - Electrical Engineering
University of Engineering And Technology - Pakistan
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