2023 – 2025 Seattle & Bengaluru

KoalaLab

CEO / CPO · Co-Founder

Partnered with my old friend from university and co-founder from Housing.com: Abhishek Anand. Wanted to help engineering leaders with their scale-up journey. Realised pretty soon they wanted a lot of help with application security work thrown their way.

Experimented and built open source tools: BOLT & PINNY. Then pivoted to building probably the most ambitious project of my life: 0-deb — a Linux OS designed for a container-first world — and built out KoalaLab: Secure base container images.

We built a name for ourselves in the open source community:

Talks & community

KoalaLab talk — Container-first Linux OS for hardened containers
Container-first Linux OS for Hardened Containers
KoalaLab talk — Securing CI/CD pipelines with BOLT
Securing CI/CD Pipelines with BOLT

Unfortunately, we didn't succeed commercially. But this has bolstered me to try for even more ambitious things in life. We all, in the end, have only 1 life :)

2019 – 2022 Bengaluru

Khatabook

Vice President, Product — Financial Services

Went to create monetization products for a company I had angel invested in. Built a whole playbook for financial services entry, built & scaled payments infra to $600M GTV, set the infra & partnerships for the lending business unit.

Failed at building a separate GST billing and formal accounting app, launched a digital gold savings feature which was a misfit.

Had a blast, built a great team & more than occasionally got a chance to rub shoulders with industry leaders, public policy peeps and regulators.

Some very unoriginal thought leadership here:

Medium · Khatabook Blog
Recalibrating MSME Finance for Growth
medium.com/khatabook-blogs →
2015 – 2020 London & Mumbai

AmberStudent

Co-Founder & CEO

First ever experience of venture. Developed a market thesis, got together a team of co-founders & founding team members, raised money (thanks to Z47 fka Matrix India), built product + scaled revenue.

Fortunately (or unfortunately, some might say), life for me has been a series of decisions about taking on even more ambitious projects. Hence, after 4.5 years, I left this venture in good hands (~$2MM revenue) and over time, gave an exit to all my investors. First real big boy moment and I think I did okay.

2012 – 2015 Mumbai

Housing.com

Head of Data Sciences Lab

Joined a few friends as an early team member on a very happening journey. Turned into a Shakespearean comedy with lots of lessons.

Proud of: One of the first internet companies in India to use data to create new products for users — and we were well-lauded back then. The Data Sciences Lab was something genuinely new for Indian internet.

Housing Data Sciences Lab — products we built

Housing Data Sciences Lab — Data is the new soil
Heat Map Mumbai — property rental prices by locality
Housing Estimate — predict property value
Housing Lifestyle Rating algorithm — locality, commute, amenities
Visibility Index — smart listing quality scoring by zoom level
Listing Decay model — radioactive decay formula for property listings

Archived page still lives at the Wayback Machine →

Tweet from @amodm (Amod Malviya, co-founder Flipkart) praising the Housing Data Sciences Lab page
@amodm (Amod Malviya, co-founder Flipkart) · Apr 3, 2014 · view on X →

Built a great team who've been wildly successful in their careers. (Was unofficial CHRO for a long time.)

Oh, also had a B-school case published about our work:

Ivey Business School case study — Housing.com: Disrupting the House Search Process in India
Ivey Publishing · 2015 · B-School Case Study
Housing.com: Disrupting the House Search Process in India
View on Ivey Publishing →

Unfortunately, the venture fizzled soon after I left (even after raising $100M+) & went through multiple mergers to still remain traffic leader in online real estate space.

One of the places which taught me that optimising for joy is a good decision-making barometer.

2010 – 2012 New York & Mumbai

Citigroup

Quantitative Analyst

Did a derivative pricing course in college and watched a few too many Wall Street movies — so naturally wanted to work in quant markets. The place offered great learning: price modelling for complex RMBS bonds, a chance to see how a billion-dollar balance sheet trading desk works, and a chance to see how money really moves.

It wasn't one of the best times on that desk. Citi's CEO got changed during that time, the desk wasn't making a lot of profit — but much more than that, it was a very pessimistic work environment and people hardly seemed to love their work. Spent a few months too many.

2007 – 2011 Mumbai

IIT Bombay

B.Tech, Computer Science · Minor in Statistics · AIR-12

Came in as a hotshot AIR-12 to study computer science. Loved the algorithms, hated the machines. Watched too many TV shows, made some good friends.

Some of whom influenced me and enabled me to make a few good choices which've led me here.