
Philip Seifi
Making every M&A deal possible @Colabra ・ Entrepreneur, investor, designer, hacker
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2.5K connectionsSummary
Work
Education
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Writing
Starbucks offers: Advanced customer segmentation with Python
May 1, 2020A detailed article explaining how to use cluster analysis with Principal Component Analysis (PCA) and k-means unsupervised Machine Learning algorithm to segment Starbucks customers for targeted marketing campaigns, based on his Udacity Data Science Nanodegree Capstone project. All code is available on GitHub.
The Entrepreneurial Lifecycle
An article discussing how governments can foster a vibrant and self-sustaining startup ecosystem.
Make the most of your PMF surveys with Python
A technical article on closing the feedback loop using various tools like Intercom, Typeform, Airtable, pandas, Plotly, and Segment for product-market fit surveys.
Optimal matching for marketplaces
An article discussing network-optimized matching for marketplace startups and the role of bias in such systems.
AC remotes suck; let’s design one that doesn’t
An article exploring how a simple air conditioning remote control can be improved through design methodology.
Blended learning at scale: Semi-automated study coaching over asynchronous text messaging
A research paper investigating how online learners interact with tutors and exploring methods for delivering personalized human support at scale through asynchronous text messages and computer-assisted technology, drawing from experience with the LinguaLift platform.
Amīr Kabīr: The Brilliant Chef who Drowned in the Soup of his own Making
A paper providing a historical analysis of Amīr Kabīr, Prime Minister of Iran, examining his role as a political reformer within the existing system.
Of zombies and fireflies: Comparison of rural communities in Japan and Eastern Europe
A draft paper comparing rural communities in Japan and Eastern Europe, addressing their decline and potential rejuvenation strategies.
Hobbies
Philip enjoys cooking and shares his culinary creations on an Instagram account dedicated to his kitchen adventures. instagram+1
He is passionate about language learning, having co-founded a language learning platform and contributed to academic discussions on effective language acquisition methods. seifi+1
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