Builder · New York
Akash Mukherjee has a big-tech resume and hustles over the weekends with fun, unique & opinionated side quests and passion projects
Akash Mukherjee
Data and AI product by day, side quests by night
There is a version of this profile that is just the resume, and it is a good resume. Fraud detection for banks at PwC. Executive analytics at Facebook, Amazon, and Netflix, three companies with no excuse for guessing. Product at WeWork and Wayfair. A startup of his own, Graphiti, built on metadata governance, which is the least glamorous problem in software and the one everything else quietly stands on. Fifteen years, ending up as Chief Product Officer at Chartmetric, where labels, managers, and unsigned artists all read the same numbers.
That version is accurate and it misses the point, because the same fifteen years also produced a long, unbroken run of things he built because he wanted them to exist.
A long trail of side projects
The first was Numbers of India: data stories about Indian politics, business, entertainment, news and sports, at a point when almost nobody was doing that. He had been reading FiveThirtyEight and the New York Times graphics desk and noticed the format did not exist for Indian data, so he built it. Startup Tales, from December 2015, charts all hundred startups of the Indian scene by category, roughly a decade before mapping ecosystems became a genre. TVF retweeted the project, which in that era was the Indian internet's version of a knighthood.
The site's own description of itself is the tell: data breathes life into these narratives, and hopefully filters out our collective, colossal, and cosmic stupidity. Its public to-do list asks readers to be kind if the publishing is irregular and brutal if it is not useful or delightful. He no longer runs it day to day; Vivek Aithal maintains it now, which is a rarer ending than shutting it down.
Then Visual Portfolios, which turned a long article into an Instagram or LinkedIn carousel in one click. It worked, it went around LinkedIn, and then he switched it off, which is the least common ending in the entire genre of side projects that worked. And underneath all of it, years of writing: essays on Medium in Bootcamp and elsewhere, the most-read of which argues that build a product that solves a real pain point is roughly correct but not actually accurate, and proposes something sharper. It has 1,600 claps and a comment section still arguing about it.
The habit never stopped; it just changed tools. He now ships a small vibe-coded project most Sundays, built on Replit, on the theory that spinning up your own tool beats putting up with a janky one somebody else abandoned. The current one is What an ETF, which takes the math behind an exchange-traded fund and reports it in plain English against the S&P 500. Its scoreboard says ON FIRE, MEH, and SLIPPING. The homepage counts 33 ETFs tracked and zero finance degrees required. He built it because he wanted it, which puts him in the same club as Joseph Carlson who built his own stock analysis tool for the same reason.
The one he is running now
Pataka Times is a free newsletter that lands every Sunday from New York, described as the week in American culture explained for desis: food, money, status, and the things nobody translates for you. That last clause is the entire product. One of its posts is a single image of two elevators, labelled ELEVATOR in America and LIFT back home, which tells you more about the register than any mission statement could. It is funny rather than earnest, which is the harder setting, and it treats assimilation and nostalgia as the same feeling instead of opposite ones.
Which is the thread, if you want one. Numbers of India took data that already existed and made it legible to the people it was about. Chartmetric hands an unsigned artist the numbers that used to live inside a record label. Pataka Times translates a country to the people arriving in it. His own bio says he is making boring data apps fun again, which is the small version of the same instinct: he keeps building a way in, for whoever is on the outside of the information.
Making boring data apps fun again.
Akash's own bio, and a fair summary of a fifteen-year career
The Rundown
The things Akash has actually shipped.
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Chartmetric
The music industry's data platform. The reason an unsigned artist can read the same signals as a label executive.
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Numbers of India
Data stories about India, from politics to cricket, years before the format arrived there. Still running, now under Vivek Aithal.
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Pataka Times
A free Sunday newsletter: American culture explained for desis. Food, money, status, and the things nobody translates for you.
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What an ETF
ETF analysis for people without a finance degree, scored ON FIRE to SLIPPING. Vibe-coded on a Sunday, and genuinely useful.
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The pain point essay
His most-read piece, arguing the most repeated advice in product is roughly right and not actually accurate. 1,600 claps and counting.
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Visual Portfolios
Long article in, one-click LinkedIn carousel out. Went viral, then he killed it, which almost nobody does.
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@koffeewithakash
Fun builders making fun products, at coffee length.
Common questions about Akash Mukherjee
- Who is Akash Mukherjee?
- Akash Mukherjee is Chief Product Officer at Chartmetric, the music industry's data intelligence platform, based in New York. He has spent roughly fifteen years building analytics platforms at Facebook, Amazon, Netflix, PwC, WeWork, and Wayfair, holds an MBA from Kellogg, and has built a long run of side projects including Numbers of India, Visual Portfolios, and Pataka Times.
- What is Numbers of India?
- Numbers of India is a data storytelling site covering Indian politics, business, entertainment, news and sports through visualizations. Akash Mukherjee created it in the mid-2010s, inspired by FiveThirtyEight and New York Times graphics, and it is now maintained by Vivek Aithal.
- What is Pataka Times?
- Pataka Times is a free weekly newsletter Akash Mukherjee publishes from New York every Sunday, covering American pop culture for South Asians in America: food, money, status, slang, and the things nobody translates for you.
- What does Akash Mukherjee write about?
- Product and data, mostly on Medium in publications including Bootcamp and TDS. His most-read essay argues that the standard advice to build a product that solves a real pain point is roughly correct but not accurate, and offers a sharper version.
- What is What an ETF?
- What an ETF is a web app Akash Mukherjee built that explains exchange-traded funds in plain language, rating performance, concentration, and fees against the S&P 500 using labels like ON FIRE, MEH, and SLIPPING rather than jargon. He built it for himself as one of a series of weekly vibe-coded side projects.
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