Avismara Hugoppalu

An engineer's hands,
a designer's eye,
a child's curiosity.

I'm an iOS engineer who's shipped for startups, unicorns, and Fortune 500s — and someone who never stops learning. I guest-lecture in algorithms & data structures, and right now my own curiosity is pointed at building with AI, in the open — an open-source agent SDK and a conversational platform for schools.

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How I learn

02 / the process

When I take on something new, I don't watch a course — I build a system to pressure-test myself. Here, a Socratic tutor I wrote probes me adversarially and won't let me bluff; every exchange lands in an append-only log. Progress isn't self-reported, it's derived from evidence— so it can't be gamed. This is generated straight from that log, live, weak spots and all.

model-mechanism · learning state
current module · M1
● LIVE
updated 2026-06-21T22:45
Evidence
30probes
Sessions
4
Concepts
8tracked
Exit tests
1/ 8
Concept mastery · derived from evidence
attention79%
3 probes · strong
sampling & temperature70%
9 probes · working3 fixed
context window70%
2 probes · working
residual stream70%
4 probes · working1 fixed
tokenization63%
4 probes · working1 fixed
positional encoding63%
2 probes · working
The tutor's candid read

A strong, fast, systems-shaped mind with two specific reflexes to unlearn — and pointed at exactly the right specialization for the way he thinks.