CSS4Impact – Web Data Scraping & Relevance Evaluation
Client-focused system to scrape news content from specified portals and evaluate its relevance to predefined keyword sets using NLP and machine learning.
PythonBeautifulSoupscikit-learnNLTK
Software Developer & ML Engineer
Hi, I'm Md Asif Siddiqui.
I build data-driven web applications and apply machine learning to real-world problems. Currently a Master's student in Digital Media at the University of Bremen.
ReactAngularASP.NETPythonMachine LearningPostgreSQL
Open to roles in Germany focusing on web development and applied AI.
Featured projects
A selection of work across machine learning and web development.
Smoking Status Prediction Using Machine Learning
Built predictive models on Korean National Health Insurance data to classify individuals' smoking status.
PythonPandasNumPyscikit-learn
Data Visualization Dashboard
Interactive dashboard for exploring and visualizing structured data with filters and charts.
ReactMaterial UIREST APIPostgreSQL
About
I am a Software Developer and M.Sc. Digital Media student at the University of Bremen with experience across full-stack web development, machine learning, and applied AI. I enjoy building data-driven applications, analytical dashboards, and applying ML to real-world problems.
Before moving to Germany, I worked as a Software Engineer at AjkerDeal.com in Dhaka, focusing on Angular- and ASP.NET-based web applications and APIs. I am now combining that industry experience with academic work in machine learning, NLP, and computer vision.
Education
M.Sc. in Digital Media (2021 – Present)
University of Bremen, Germany
B.Sc. in Software Engineering (2013 – 2017)
Daffodil International University (DIU), Dhaka, Bangladesh
Interests & Goals
- Building analytical dashboards and visualization tools using React and modern UI libraries.
- Applying ML/NLP to tasks such as content relevance, prediction, and classification.
- Expanding skills in computer vision, robotics, and marine vision applications.
- Contributing to interdisciplinary projects in Germany that combine software engineering and AI.
Certifications
Certified Ethical Hacker(Certificate Number: ECC98651327754) (26th May 2017 ‑ 25th May 2020)
E‑COUNCiL, USA
Scholarships
DAAD Scholarship for Voluntary work (2025)
DAAD
DAAD Scholarship for Voluntary work (2024)
DAAD
Extracurricular & Community
Former President, Bangladesh Student Community Bremen, Germany (BSCB)
2024-2025
Organized cultural and educational events, coordinated with university partners, and managed support for new students.
Former General Secretary, Daffodil International University Robotics Club (DIURC)
2016
Helped organize robotics competitions, project fairs, and training programs.
Core Member, Cyber Security Centre (CSC), DIU
2016-2020
Supported IT-focused events and built a network around software engineering and security topics.
Projects
Selected work spanning machine learning, NLP, and web development.
CSS4Impact – Web Data Scraping & Relevance Evaluation
Client-focused system to scrape news content from specified portals and evaluate its relevance to predefined keyword sets using NLP and machine learning.
PythonBeautifulSoupscikit-learnNLTKSpaCy
Smoking Status Prediction Using Machine Learning
Built predictive models on Korean National Health Insurance data to classify individuals' smoking status.
PythonPandasNumPyscikit-learnMatplotlib
Data Visualization Dashboard
Interactive dashboard for exploring and visualizing structured data with filters and charts.
ReactMaterial UIREST APIPostgreSQL
Experience
Professional roles where I have applied web development, data visualization, and machine learning skills.
Student Assistant – Front-end Developer (Data Visualization)
Jul 2025 – Present
ifib – Institut für Informationsmanagement Bremen • Bremen, Germany
- Maintain and extend front-end interfaces using React and Material UI.
- Collaborate in agile teams to design analytical UI components.
- Work with RESTful APIs, PostgreSQL, and Git.
Software Engineer
Jul 2018 – Nov 2020
AjkerDeal.com Ltd. • Dhaka, Bangladesh
- Developed the Delivery Tiger merchant panel using Angular.
- Implemented admin panels with AngularJS and ASP.NET Web APIs.
- Integrated third-party services and optimized stored procedures on MS SQL Server.
Skills
A snapshot of the technologies and areas I work with most often.
Programming Languages
Python85%
JavaScript80%
SQL80%
Data Science & ML
scikit-learn80%
Pandas / NumPy80%
Web Development
React80%
Angular80%
Contact
The best way to reach me is by email or LinkedIn. I'm open to roles in Germany that combine web development and applied AI.
Direct contact
Email: mdasif@uni-bremen.de
GitHub: github.com/mdasif-siddiqui
LinkedIn: linkedin.com/in/mdasif-siddiqui
Contact form
Send a message and I'll get back to you as soon as I can.
Curriculum Vitae
You can download a PDF version of my latest CV using the button below.