Akash Gupta

Software engineer. I actively follow US equities, commodities, and macro for the bigger picture. Outside of work I study AI from first principles — transformer math and mechanistic interpretability — and I'm learning guitar and kalimba badly.

Engineering & AI Research

Software systems, mechanistic interpretability, and the mathematics behind transformer models.

Markets

US equities, commodities (silver, gold), and macro. Special focus on AI stocks and the Big 7.

Music

Learning guitar and kalimba from scratch. Notes, slow progress, and eventually recordings.

Writing

Personal perspectives on relationships and intimacy.