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Kinetic Systems & Powertrain
Engineering high-reliability physical components with a focus on motorcycle powertrain mechanics, structural integrity, and custom gear train geometries. Translating mechanical constraints into optimized CAD models capable of enduring high dynamic loads and severe operational environments.
Power Electronics & Firmware
Designing efficient power conversion topologies, specifically multi-phase motor-drive electrical inverters, backed by exhaustive thermal and electrical behavioral modeling. Expert in authoring deterministic Embedded C firmware for Vehicle Control Units (VCUs) using PID feedback control loops for cruise stabilization and precision multi-sensor fusion (IMU, Strain Gauges, LDR).
OS Customization & IoT
Deep-dive infrastructure development focusing on AOSP (Android Open Source Project) ROM customization, Hardware Abstraction Layer (HAL) tuning for low-latency UART/CAN communication pipelines, and secure SELinux policy optimization. Expert in building real-time telemetry architectures using high-throughput pipelines like MQTT and Kafka Confluence, paired with production-ready full-stack web platforms.
Intelligent Edge & Inference
Architecting local-first, privacy-focused intelligent systems. Experienced in compiling, optimizing, and deploying Vision-Language and Large Language Models (such as Qwen) for completely offline edge inference in low-connectivity environments, alongside designing localized vector-search indexing clusters (Immich) on on-premise hardware.
The Remote Advantage
I manage complex, multi-disciplinary projects independently. Because I master the hardware layer, the operating system layer, and the application layer, I can isolate and debug systemic bugs across your entire product stack completely remotely—saving weeks of cross-department friction.
Full-Systems Architecture & Implementation
I bridge the gap between physical hardware constraints and scalable cloud software. By operating across the entire product lifecycle—from raw physics and hardware schematics to operating system internals and production-grade software stacks—I eliminate cross-disciplinary friction to design resilient, edge-native solutions.
Microcontroller Firmware Architecture
Architected and developed low-latency firmware for custom automotive electronics, bridging the gap between hardware constraints and software scalability.
- ▹PID-based feedback control loops
- ▹Multi-sensor fusion (IMU, strain gauges)
- ▹Robust protocols: CAN, UART, I2C
System-on-Chip Android Integration
Deep customization of the Android Open Source Project (AOSP) to create an isolated, highly secure proprietary hardware ecosystem.
- ▹SELinux policy modification
- ▹Custom system apps & framework hooks
- ▹Low-level Bluetooth (AVRCP, HFP, PBAP)
Local-First EdTech Inference
Deployed edge-native intelligence models ensuring absolute data privacy without sacrificing performance or capabilities.
- ▹Local edge inference models
- ▹Kafka & MQTT event streaming
- ▹Zero-trust privacy engineering
Self-Hosted Ecosystems
Active maintainer and architect of private media ecosystems handling complex backend-to-frontend synchronization.
- ▹Server cluster infrastructure
- ▹High-frequency UDP processing
- ▹Production-grade web apps
High-Density Analytical Dashboards
Engineered comprehensive data visualization platforms unifying complex datasets—from geographic electoral demographics to high-frequency electrical grid voltage compliance and multi-metric power factor comparisons.
- ▹Geospatial mapping & demographics
- ▹Time-series voltage compliance
- ▹Multivariate density & heatmaps
