The Timeline

The most important roles, projects, and ideas that I put my time into.

Mar 2026

Attended Gates Foundation workshop on LLM-based agent memory in Seattle.

Jan 2026

Transitioned off engineering work into blogging for ThirdLayer instead.

Jan 2026

First ML paper submitted (ICML; Scaling Agentic Intelligence with Principled Multi-agent Decentralisation).

Dec 2025

Took CS2821r with Prof. Yilun Du. Found it really interesting, so I joined his lab (Embodied Minds Lab).

Dec 2025

Started getting interested in ML and foundations. Built a custom autodiff + backprop engine a la Karpathy micrograd.

Nov 2025

Joined The Collective as a Founding Fellow (on my growth arc). Running monthly high-density dinners in Boston.

Nov 2025

Graphene: class project for Harvard CS1060 (a final foray into proper full-stack eng).

Nov 2025

Sero: class project for Harvard ES239 (also part of a final foray into proper full-stack eng).

Sep 2025

Cold-DM'd Regina and started as a forward-deployed and engineer at ThirdLayer (YC W25).

Apr 2025

Solo / founding engineer @ Series. Learned 80% of what I know about full-stack and product engineering (and vibe coding).

Mar 2025

First paper publication w/ CUMC (biorxiv; Genomic and transcriptomic signatures of SETD1A disruption...)

Dec 2024

First board position as director of partnerships and funding for T4SG. Met a TON of cool people / companies, learned how to sell and outreach, and made $9k+ in sponsorships.

Nov 2024

Where it all started (full-stack, knowledge graphs, applied AI, hating on embeddings, etc.). Built Knowledger, a notetaking app focussed on self-organisation and quick capture.

Oct 2024

Became a project lead for Harvard T4SG's Ersilia project.

Sep 2024

Joined Harvard T4SG. First exposure to proper full-stack engineering, webdev, applied AI work, and collaborative software engineering.

Mar 2023

First book publication: A Quantum Leap Forward, a simple quantum computing explainer intended for other high schoolers interested in the field.

Sep 2022

First research experience (computational neuroscience) @ Columbia University Medical Centre. Genetic causal factors for schizophrenia and psychiatric conditions.