Nashville, TN / agent systems
Alikhan Makhamadaliev
Agentic-AI systems engineer. I build agent kernels and the full-stack tools around them.
Computer-science student at Belmont, cybersecurity concentration. One always-on agent daemon runs on my own hardware, and I keep it locked down.
Yes, the domain is the car account. The engineering is the rest of the page.
- agent systems
- self-hosted AI infra
- python + asyncio
- security-first
current
- based
- Nashville, TN
- school
- Belmont University, B.S. Computer Science, graduating May 2027
- open to
- AI/ML and software-engineering roles and internships, targeting the Bay Area
- contact
- [email protected]
flagship
Ymir
Private repo. Running in production on hardware I own, not a demo.
Self-hosted agentic-AI daemon. It lives on my metal, remembers, and acts. It answers only to me.
Runs 24/7 on a Mac Studio under macOS launchd with a watchdog that self-heals the service. The asyncio agent kernel keeps a process table, runs up to 4 concurrent LLM agents, and schedules them on a 3-level multilevel feedback queue with per-level wall-clock allotments, demotion accounting, and a periodic priority boost so nothing starves.
Tool permissions are deny-by-default. Autonomous kernel agents get a read-only tool set behind a central capability manifest, read confinement, and SSRF egress denies, which closes the prompt-injection lethal trifecta. A dedicated tool-lock regression suite guards it.
- runtime
- Python 3.14, asyncio, FastAPI, SQLite
- scheduler
- 3-level MLFQ, up to 4 concurrent agents
- plugins
- 54 auto-discovered, behind an LLM intent router with a local Ollama shadow-routing tier and chat fallback
- transports
- iMessage, reading the macOS chat.db directly, plus a FastAPI web app over a Tailscale tailnet with bearer-token auth and a CIDR allowlist
- backend
- headless Claude CLI subprocesses on a flat subscription, no per-token API cost
- tests
- 1,382-test offline unit suite, plus a tool-free LLM grounding judge that checks agent output against its sources
- durability
- crash-consistent atomic state writes, SQLite online-backup snapshots every 6 hours
selected builds / 05
work
Some repos are private while in active development. Code available on request.
SoundCloud converter
Idempotent Python pipeline that migrates a SoundCloud library into Apple Music: yt-dlp acquisition, ffmpeg AAC transcode, Apple MP4 metadata, then Music.app import and playlist filing over AppleScript. Deduped across runs with recorded provenance.
open source · python · yt-dlp · ffmpeg · pytest, mypy, ruff, CI
Jarvis
Unified iMessage assistant and the architectural predecessor to Ymir. Intent classification routes each message to a Protocol-based handler: find where to watch a film, grab music, convert attachments, summarize a PDF. Clean request/reply contract with an offline self-test mode.
private · python · anthropic api · sqlite
Free movie finder
Movie discovery that surfaces public-domain and openly-licensed versions from the Internet Archive first, then legal streaming via TMDB. Multi-source fetch where one failing source never breaks the rest, content-safety filtering, and a stdlib-only iMessage bot. It refuses pirated sources.
private · next.js 15 · react 19 · typescript
Sort bench
Six sorting algorithms (bubble, insertion, selection, shell, quicksort, mergesort) behind a benchmarking framework that measures and compares runtime across random and near-sorted input.
public · java
adeptti-site
My portfolio, hand-built in plain HTML, CSS and JS with no frameworks. Louder than this page on purpose.
public · html · css · js
background
about
I go by Adeptti. I build and run production agent infrastructure. Ymir has run on my own machine since 2026, and the scheduling, permission and crash-recovery work came out of keeping it alive.
Former AI-reliability research assistant at Belmont. I studied how AI coding agents respond when told to improve existing open-source software: what they plagiarize, what they reuse, and what they genuinely improve.
My day job is managing a combined gas station, tire shop, mechanic shop and deli in Nashville: retail operations, supplier ordering, parts sourcing. Before that I ran customer negotiations, listings and inventory for a family used-vehicle business.
- degree
- B.S. Computer Science, cybersecurity concentration. Minor in business systems and analytics.
- standing
- GPA 3.65, Dean's List, merit scholarship
- campus
- President, SWANA Student Association. Treasurer, CyBru, the cybersecurity club.
- research
- AI software reliability and security, Jan 2026 to Jun 2026. Ended.
- earlier
- Research assistant intern at Roundtable, Nashville. Co-authored eight published articles on AI and cryptocurrency markets.
off the clock
cars and sound
@ilovemcars is the account this domain is named after. Cinematic car edits, shot around Nashville and Franklin.
- project car
- S14 with an LS swap, a Z32 five-speed and a Terminator X ECU
- music
- I release as achillesxo on SoundCloud
- reels
- instagram.com/ilovemcars
Ship it, then keep it running.