AADITYA DESAI / COMPUTER ENGINEERING @ SJSU

BUILDING THE
MACHINERY BEHIND
INTELLIGENCE.

AI SYSTEMS / SOFTWARE / INFRASTRUCTUREENTER THE SYSTEM
// SYSTEM MAPSTATE / ACTIVE
MODEL 01CONTEXT 02TOOLS 03RUNTIME 04MEMORY 05HARDWARE 06COMPUTE 07
PATH / CONTEXT → RUNTIME → HARDWARENOMINAL
01 / CURRENT01

PROJECT / 001 · AI INFRASTRUCTURE

ACCORDION

SEE WHAT YOUR
AGENT REMEMBERS.

Accordion turns an agent's context into a visible, reversible system: fold the bloat, preserve the working tail, and let people, agents, and conductors steer what stays live.

225+GITHUB STARS
WINNERUC BERKELEY AI HACKATHON
OPENMIT LICENSED
// LIVE PRODUCTACCORDION / CONTEXT MAP / 001
Accordion context map showing a long AI agent session as visible, foldable blocks
02 / SELECTED WORK02

PROJECT / 002 · ANDROID SYSTEMS

APEXTRACKER

A PERSONAL SYSTEM
FOR THE DAY.

One local-first Android app for the things I actually track: time, budget, goals, reminders, notes, papers, and the cost of looking at my phone.

KOTLIN / JETPACK COMPOSE / ROOM / SQLCIPHER

VIEW REPOSITORY
ApexTracker's graphite dashboard showing daily goals and a consistency chart
LOCAL-FIRSTENCRYPTED DBON-DEVICE OCRWIDGETS
// TEST BENCHRUN / FIXTURE_0042
BASELINEMODELNO HARNESS
HARNESSMODEL+ PROMPTS+ TOOLS+ SKILLS
COMPAREJUDGE6 DIMENSIONS
INSTRUCTION ADHERENCE-27PATCH
TOOL ACCURACY-41PATCH
OUTPUT FORMAT-03PASS
SKILL TRIGGER-08PATCH
REGRESSIONREPLACE ARTIFACTRE-EVALUATE
DETERMINISTIC FIXTURE DATA / PROTOCOL EVIDENCE, NOT A LIVE BENCHMARK

PROJECT / 003 · AI EVALUATION

TEMPER

TEST THE SYSTEM
AROUND THE MODEL.

Temper compares a bare model with the same model wrapped in prompts, tools, and skills. When the harness causes a regression, it generates replacement artifacts and re-runs the affected checks.

PYTHON / FASTAPI / REACT / SSE / JSON SCHEMA

VIEW REPOSITORY
03 / SYSTEMS03

// SYSTEM INVENTORY

THE TOOLS FOLLOW
THE PROBLEM.

01 / LANGUAGESC++ / PYTHON / TYPESCRIPT / KOTLIN
02 / SYSTEMSLINUX / ANDROID / LOCAL-FIRST
03 / CLOUDAWS / GCP
04 / AIAGENTS / EVALUATION / CONTEXT SYSTEMS
04 / ABOUT04

// WHAT KEEPS
PULLING ME IN

I'm still finding my footing as an engineer, but lately I keep getting pulled toward the parts of computing people don't see: memory being thrown away, compute sitting idle, context being discarded, or an abstraction hiding something interesting underneath.

I like finding performance and useful capability in places that would otherwise be wasted. That's where the pieces have started to meet for me: AI, the software I've spent years building, and a deeper interest in infrastructure and hardware.

BASED / SANTA CLARA, CASTUDY / COMPUTER ENGINEERINGSTATUS / BUILDING