About Me
I am Tanjima Nasreen Jenia, a Machine Learning and Data Science enthusiast. I am a MSc. (thesis-based) student at the University of Alberta. Previously, I worked as a Data Engineer at Leadbook, Singapore.
My research interests are data analytics, social media mining, cognitive & social behavior analysis, and natural language processing.
I completed my BSc. in Computer Science & Engineering from American International University-Bangladesh (AIUB)
- About Me
- Technical Skills
- Experience
- Publications
- Education
- Relevant Coursework
- Volunteer Experience
Technical Skills
Programming Languages: Python, JavaScript, C and C++
Data Science: Tensorflow, Keras, Scikit-learn, Pandas, NumPy, Matplotlib, Dash, Seaborn
Database: MySQL, MongoDB, Oracle, PostgreSQL
Web Technologies: Django, HTML, CSS, Jekyll
Software & Technologies: Weka, Git, IBM Watson Studio, Adobe Illustrator, Overleaf
Additional Skills: Web-scraping (Scrapy, Selenium), LaTex
Experience
Data Engineer
March 2022 - July 2022
Leadbook, Singapore
- Design and develop end to end data pipeline
- Ingest data from numerous data sources using different web scraping techniques
- Analyze and improve the quality of large volumes of complex data
Research Associate
November 2019 - February 2022
Socio Cognitive Research Lab, Dhaka, Bangladesh
- Identifying and formulating research scope
- Collect, organize, and analyse the data from primary and secondary sources
- Design, develop, and evaluate Machine Learning models}
Teaching Assistant
January 2019 - May 2019
American International University-Bangladesh
- Assisted the students in the Tangible User Interface (TUI) project for Human Computer Interaction (HCI) course.
- Performed regular data entry tasks on students’ evaluation grades.
- Provided feedback and guidance to the students regarding their project submissions.
Publications
Peer-reviewed Conference Papers
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Md Hasibul Huq, Mohammed Alnakli, Zakiya Jafrin, and Tanjima Nasreen Jenia. Comparison of machine learning algorithms to recognize human activities from images and videos using pose estimation and feature extraction. In Proceedings of the Future Technologies Conference, pages 78–87. Springer, 2020
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Md Fazla Rabbi, Md Saddam Hossain Mukta, Tanjima Nasreen Jenia, and AKM Najmul Islam. Predicting fans’ fifa world cup team preference from tweets. In International Conference on Cyber Security and Computer Science, pages 280–292. Springer, 2020.
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Nafeez Zawad Hossain, Tanjima Nasreen Jenia, Md Samshad Rahman, Sofen Hoque Anonta, and Khandaker Tabin Hasan. A context-based searching technique by extraction and fusion of metadata of digital photos. In Proceedings of the International Conference on Computing Advancements, pages 1–7, 2020
To know details about these works, please visit my Research section.
Education
| American International University-Bangladesh | Dhaka |
|---|---|
| Bachelor of Science in Computer Science & Engineering | January 2016 - May 2019 |
| CGPA: 4.00/4.00 | |
| Viqarunnisa Noon School & College | Dhaka |
| Higher Secondary Certificate | 2015 |
| GPA: 5.00/5.00 | |
| Viqarunnisa Noon School & College | Dhaka |
| Secondary School Certificate | 2013 |
| GPA: 5.00/5.00 |
Relevant Coursework
- Data Warehousing & Data Mining (Big data, Machine learning, Weka)
- Statistics and Probability
- Artificial Intelligence & Expert System (Algorithms, Neural Network)
- Human Computer Interaction
- Computer Science Mathematics (Recurrent Problems, Number Theory, Binomial Coefficients)
- Introduction to Database (SQL-Oracle, ER diagram, Normalization, Schema design)
- Operating System (Shell Script)
- Complex Variable, Laplace & Z-transformation
- Matrices, Vectors, Fourier Analysis
- Mathematical Methods of Engineering (MATLAB)
Volunteer Experience
Publications Assistant
IEEE AIUB Student Branch, (2018-2019)
- Organize and host various seminars and events
- Generate event reports
- Prepare meeting minutes