
A Practical Framework for Reviewing Sales Performance
A five-part review that moves beyond the headline sales number to examine movement, mix, conversion, execution and the next decision.
Leadership · Marketing · Data
I lead sales and marketing at Torayvino BD, with experience across commercial strategy, dealer development and customer communication. Alongside my work, I’m studying data science and exploring how analytics and AI can support better business decisions.
NK
Business. Data. Possibility.
COMMERCIAL LEADERSHIP
Sales strategy, dealer development and customer communication, focused on turning plans into consistent market execution.
APPLIED DATA & AI
Exploring practical ways to improve reporting, decisions and everyday workflows with analytics and AI.
LEARNING IN PUBLIC
Sharing useful notes from data science study and real business questions as the work develops.
Experience in practice
Commercial Leadership
Sales strategy, dealer development, corporate sales and marketing communication for the Bangladesh market.
Case study in preparation
Education Marketing
Experience bringing education brands and prospective learners together through coordinated marketing.
Case study in preparation
Skills and Learning
Marketing work around professional learning and skill development at DIPTI.
Case study in preparation
Notes & perspectives
I’m preparing my first notes on leadership, marketing and practical learning. New posts will appear here.
A developing research journey
My research direction is taking shape through data science study and real business questions. I’ll share documented projects and progress as they develop.
Area of interest
Building foundations in Python, SQL, statistics and data visualization to better understand business problems.
Area of interest
Exploring how AI could support reporting, communication and everyday management workflows.
Practical learning
Future courses will draw on my experience in business and marketing. Course details and enrolment will be announced here when they’re ready.
Explore practical experience, developing research and learning resources through the lens most useful to you.
See practical work in commercial leadership, dealer development, campaigns and customer communication.
Explore selected workFollow practical ideas on using analytics and AI to improve reporting, decisions and everyday workflows.
Explore business and AI notesFollow an ongoing learning journey through data science study, research questions and documented progress.
Visit the research notebookStay connected
Get occasional practical notes on business, data and what I’m learning—delivered directly to your inbox.
Explore practical experience, developing research and learning resources through the lens most useful to you.
See practical work in commercial leadership, dealer development, campaigns and customer communication.
Explore selected workFollow practical ideas on using analytics and AI to improve reporting, decisions and everyday workflows.
Explore business and AI notesFollow an ongoing learning journey through data science study, research questions and documented progress.
Visit the research notebook