CONTROLLED COMBUSTION
CALIBRATION
WinOLS calibration built around the complete torque structure — combustion, air, fuel and protection working as one controlled system.
01 SELF-TAUGHT TECHNICAL SPECIALIST
PRECISION CALIBRATION
LIVE TRANSPORT
LINUX SYSTEMS
Entirely self-taught through real systems — where calibrated combustion, resilient live video and hardened infrastructure operate as one exact system.
02 THREE DISCIPLINES. ONE MINDSET.
No classroom path. Three complete technical environments learned independently — from first principle to final signal.
CONTROLLED COMBUSTION
WinOLS calibration built around the complete torque structure — combustion, air, fuel and protection working as one controlled system.
03 SELECTED OPERATIONS // FIELD EXPERIENCE
Real systems, real hardware and experience accumulated long before this interface existed.
DYNO-PROVEN M57D30 / EDC16C35 CASE
A BMW E90 325d built around a Turbosystems STG3, R90 high-pressure pump and 535d 219 injector nozzles. VNT control, duration, SOI and the complete torque–air–fuel model were recalibrated together — correctly interpolated, with lambda, EGT and component protection retained.
FIELD-PROVEN IRL SIGNAL CHAIN
An iPhone 17 Pro Max running Moblin sends 6 Mbps HEVC through two LTE connections plus Wi-Fi. SRTLA recovers the contribution on the server before the signal enters OBS on a local Windows PC, with NOALBS handling the BRB fallback.
NO CLASSROOM. NO READY-MADE PATH.
Self-taught since 2003, the current Debian node intentionally runs on an older i5-3570 because the workload does not need expensive hardware. PaperMC, Apache2, Nginx and SRTLA services run over stable gigabit fiber, backed up to the cloud daily and protected by a UPS.
04 AUTOMOTIVE CALIBRATION
Every change propagates. Torque request, limiters, boost, rail, injection timing, lambda, EGT and component protection must agree.
ILLUSTRATIVE TELEMETRY // VALUES ARE NOT VEHICLE-SPECIFIC CALIBRATION DATA
05 LIVE SIGNAL TRANSPORT
The path is only as strong as its weakest radio, route or recovery decision. Design the entire chain — then instrument every hop.
06 INFRASTRUCTURE NODE
Live telemetry shows the node's present state. The proof behind it is operational: real services, deliberately modest hardware and continuity measured in years rather than promises.
RAHKO OS [Version 10.0.0]
Three technical domains linked. Type "help".
07 OPERATING PRINCIPLE
“PRECISION IS NOT
A NUMBER. IT IS THE
WHOLE SYSTEM
AGREEING.”
08 CONTACT CHANNEL