work

ai automation infrastructure for businesses. agent systems, data pipelines, custom parsers. runs on open models on infrastructure the client controls.

the education arm. teaches the same stack to founders and engineers.

mentored 400+ engineers and founders; never said no to arman or anyone from n!

see research.

pre-pragma.

three domain agents over scoped document sets. 94% answer accuracy across 10,000+ live queries, nps 8.7. avc group acquired the project for internal deployment.

solo build a product, got grants and media staff. that opened a lot of doors.

one high schooler asked so many questions that i became an advisor in his project. together organized the biggest startup competitions in ca.

launched 3 university pilots, grew mau by 40%, partnered with 2 investors and 4 academic researchers.

interviewed people like 9/9/6. co-authored with aldamzhar kiikbayev, guided by prof. poh kam wong and geoffrey moore (still shocked they responded).

cool website that aggregated materials for top high school entrance exams. it was free, since local families pay thousands of dollars to prep agencies and kids feel every tenge of it.

studied rly complex ml and calc.

first startup, first accelerator, started to like startup culture. got 2nd place.

first school student to intern there. shipped a couple of cool things for a bank with 3m+ users.

taught cs to hundreds of kids from all over the world.

mentor-kid coordination. goated project for inclusive kids.

was spamming top uni students for an interview.

interviewed cool people for the sake of stepping out of my comfort zone. listen to my teenage, newly broken voice.

somehow was selected as school’s representative at 15.

master of sport, captain of the kazakhstan national team. 4x world championship medalist, 6x asian tournament champion.