Data Scientist | Educator | Builder
I turn noisy data into decisions people can trust.
I build practical analytics products, teach Python and data science, and lead communities that turn ideas into shipped work. This portfolio highlights measurable outcomes across machine learning, automation, and mentoring.
Signal, Not Noise
Quick impact snapshot
Designed for recruiters: a fast scan of results, leadership, and evidence-backed execution.
Featured Work
See all projects
Case studies with measurable outcomes
Vizball: FIFA analytics toolkit
Built an interactive Streamlit analytics workflow for player and club analysis across multi-year FIFA data.
Banglish hate speech detection
Compared LLM reasoning approaches and cleaned sparse dataset artifacts to improve evaluation quality.
Survey automation with one public link
Replaced manual distribution of 20 forms with an automated assignment system using Apps Script and Sheets.
Experience
Leadership and delivery timeline
Teaching Assistant, Data Science Department
Support Python and analytics labs, coach students, and simplify difficult concepts into practical workflows.
President, UIU Data Science Club
Built club structure from scratch, led recruitment, and planned technical sessions and community events.
Instructor, Programming with Python
Designed and delivered project-based curriculum over a 3-month instructional cycle.
Project Coordinator Intern
Coordinated programs, reporting, and stakeholder communication across multiple initiatives.
Writing
Flagship technical posts
One Link to Rule Them All
A practical automation case study on handling randomized survey assignment and response balancing at zero cost.
Discord to-do bot engineering notes
A focused breakdown of designing a slash-command productivity bot with maintainable per-server data structures.
Community
Data Science with Musfique
Follow my channel and page for tutorials, project explainers, and regular data science updates.
YouTube Channel
Watch practical videos on Python, machine learning concepts, and project walkthroughs built for students and beginners.
Facebook Page
Get quick updates, announcements, and learning snippets from Data Science with Musfique on Facebook.
GitHub Profile
Explore my repositories, code experiments, and project source implementations for data science and automation work.
Open to Opportunities
Data analytics, ML, BI, and education-focused roles
If you are hiring for practical data work, mentoring-heavy teams, or research-supported analytics roles, I would love to discuss fit.