Automation Engineer · Spain
Oleg Nasikanov
Automation Engineer
Cases
01 REAL
Cut LLM costs without losing quality
Designed a token compression protocol (TESA) that reduces the volume of data sent to LLM APIs. Less tokens per request — same result, lower bill. Works across models without fine-tuning.
02 REAL
Voice → text pipeline at near-zero cost
Built a self-hosted voice transcription system on Faster Whisper + a low-latency Rust agent layer. Runs locally, no cloud dependency, handles long audio without timeouts.
03 REAL
Privacy phone on ESP32 + Raspberry Pi
Hardware + Linux project: built a privacy-focused phone from scratch using ESP32 and RPi. Custom OS layer, no proprietary firmware, minimal attack surface.
Projects
satellite-swarm-3d
Collective behaviour model for satellite swarms — 3D simulation
Python
Mind-Index-Scroll
Solves the context-loss problem in long AI dialogues
JavaScript
Gemini-TTS-Studio
Stable speech synthesis for long-form text
TypeScript
Shared-Space
Instant group file sharing — drop anything, share immediately
Apache 2.0
Engineering philosophy
01
Simple beats clever
A system you can understand at 2am is worth more than an elegant one that fails silently.
02
Automate the boring, own the logic
Machines handle repetition. Humans handle decisions. Know the boundary.
03
Build to evolve
Today's MVP is tomorrow's foundation. Design for change, not for perfection.
04
No code is still code
Visual tools are engineering decisions. They deserve the same rigor as hand-written code.
/lab
Engineering Lab
lab.olegnask.top
Open experiments. Things that work, things that don't, things being figured out. Not a portfolio — a process.
WIP
LLM routing experiments
Testing models for different task types and costs
idea
n8n pattern library
Reusable automation patterns with notes
live
Webhook playground
Real-time webhook testing and inspection
idea
Micro SaaS sketch
One small tool. One real problem. No fluff.
Contact
I work with businesses and startups on automation, AI integrations and building systems that actually work.
Telegram
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Response within 24h. For automation & AI integration projects.