Hi! I am a Data Scientist based in London.

I am on the engineering team at InReach Ventures, where I help transform the industry of venture capital through the development of predictive models.

Below, I share a collection of great resources I have read on entrepreneurship, machine learning and software engineering.

Have a great read,


Marc Andreessen’s (old) blog, Marc Andreessen (a16z) - An archive of the best articles from Marc Andreessen’s blog. Personal favourites are the Guide to Startups and the Guide to Career Planning.

Paul Graham’s Essays, Paul Graham (YC) - Possibly the most famous entrepreneurship essays out there today. Personal favourites are How to Make Wealth and How to Start a Startup.

The Hard Thing About Hard Things (book), Ben Horowitz - A great book telling the stories of Ben Horowitz during his entrepreneurial journey. A handful of hard truth about entrepreneurship. Personal favourite chapter: How to manage your own psychology, while the whole company is relying on you.

Venture Deals: Be Smarter Than Your Lawyer and Venture Capitalist, Brad Feld and Jason Mendelson - A complete introduction to everything you need to know about fundraising. The book can be heavy to read as it gets into every detail of term sheets.

Software Engineering

Scaling Agile @ Spotify [pdf], Henrik Kniberg and Anders Ivarsson - How to deal with multiple teams in a product development organisation. The now standard way to organise engineering teams.

Machine Learning

Vertical AI Startups: Solving Industry-specific Problems by Combining AI and Subject Matter Expertise, Bradford Cross - A framework to analyse AI startups opportunities.

The Current State of Machine Intelligence 3.0, Shivon Zillis - An overview of the machine learning startups landscape (2016)

Company Building

MBA Mondays, Fred Wilson (USV) - A gigantic list of articles covering everything needed to understand business. Better consumed when you have a specific question in mind (e.g Budgeting In A Small Early Stage Company)

Five ways to build a $100 million business, Christoph Janz (P9) - A high-level view framework for SaaS entrepreneurs by SaaS expert Christophe Janz (Zendesk, Algolia, Typeform…). Check out the nice illustrated poster version.

Unit of Value™: A Framework for Scaling, Jerry Chen (Greylock Partners) - A framework to determine how to price, scale and sell your product to your customers. Slides from a talk.

Go to-market strategy for B2B SaaS companies, Guillaume Lerouge - A good summary of different frameworks to define a go-to-market strategy specific for B2B SaaS businesses. Slides from a talk.

Product Management

Intercom On Product Management, Intercom - A great introduction to everything about product management. Easy to read. Precise and concise.

Last updated: January 2018