Selected Systems & Expertise
I specialize in building complex, data-intensive systems where hardware logic meets high-performance software. Click on each pillar below to expand the technical details.
Aerospace & Autonomous Systems
Simulation & Flight Dynamics
- eVTOL Platforms: High-fidelity simulation architecture for modeling flight dynamics and reducing physical prototyping.
- UAS Control: Core software development for aerobotic simulations and multi-vehicle control (aircraft, rovers, subs).
- Rapid Prototyping: Component library creation and generic modules to accelerate development cycles.
Data Acquisition & Instrumentation
- High-Frequency DAQ: Platform-independent engineering for processing diverse sensor data.
- Mission Analytics: Custom visualization design and dashboards for real-time monitoring and reporting.
- Instrumentation: System configuration for mission-critical data availability and post-flight analysis.
Renewable Energy & Smart Grid
Grid Infrastructure & Telemetry
- Ingestion Systems: Distributed systems for renewable energy telemetry.
- Grid Reliability: Smart grid monitoring and operational reliability frameworks.
- Energy Management: Real-time data processing for energy management systems.
Remote Sensing & Applications
- Wind Sensing: Control software suite for direct-detect remote sensing and precise data collection.
- API Ecosystem: RPC module implementation for remote client integration and system expansion.
- Real-Time Interfaces: Web and desktop application engineering for critical data access.
- Technical Strategy: Solution architecture, risk management, and roadmap development.
Battery Management Systems (BMS)
Controller Logic & Firmware
- Core Logic: Multi-cell firmware development for high-performance battery management systems.
- Optimization: Charge/discharge cycle refinement and precise State-of-Charge (SoC) estimation.
- Safety Systems: Real-time fault-handling logic and critical safety monitoring protocols.
- Diagnostics: State-of-Health (SoH) reporting and in-depth performance analysis.
Testing & Validation
- Cycler/Sequencer: Specialized application for testing and diagnosing battery packs with high-precision data logging.
- Quality Assurance: Real-time diagnostics to reduce product failure rates and ensure long-term reliability.
Manufacturing & Automation
Industrial Diagnostic Systems
- Diagnostic GUIs: Desktop and web-based interfaces for hardware-level failure analysis.
- Testing Frameworks: Automated functional testing for BMS, OVCP, and other critical subassemblies.
- Lifecycle Software: Comprehensive suite for end-of-line testing, validation, and in-field analysis.
Production Optimization
- Throughput: Automation of manufacturing tests to significantly improve production-line efficiency.
- Quality Control: Integrated validation systems to ensure consistent product quality across the lifecycle.
- Instrumentation: High-performance visualization and data acquisition for industrial environments.
Backend & Distributed Architecture
IoT & Cloud Infrastructure
- IoT Platform: High-availability microservices architecture for ingesting and processing high-frequency telemetry.
- Access Control: Multi-level secure, role-based data access for technicians, engineers, and external customers.
- Data Pipelines: Scalable ingestion and publishing of real-time battery pack data.
Systems Engineering
- End-to-End Design: Full-lifecycle software design from requirements gathering to final architectural definition.
- Scalability: Distributed backend systems optimized for low-latency processing and massive throughput.
- Analytics: Data warehouse architecture and ETL orchestration for deep technical insights.
Technical Stack & Architecture
Skills and Technologies
- Programming: C#, C/C++, Python, JavaScript, SQL, Go, Rust, VB.NET, PHP, MATLAB, LabVIEW.
- Frameworks & Libraries: .NET, ASP.NET, Blazor, WPF, WinForms, MAUI, Avalonia, xUnit, Entity Framework, Qt, Dapper, AngularJS, htmx, jQuery, Laravel, NativePHP, FastAPI, Falcon, Flask.
- Databases & Data Stores: MySQL, PostgreSQL, MS SQL, SQLite, Redis, DuckDB, MongoDB, CouchDB, CrateDB, LiteDB, ELK Stack, TimescaleDB, InfluxDB, Prometheus, DynamoDB.
- Data Engineering & Cloud: Kafka, Iceberg, NiFi, Airflow, MinIO, n8n, RabbitMQ, ZeroMQ, MQTT; AWS, Azure, DigitalOcean, Heroku, ThingsBoard, Greengrass, Grafana, GitHub, TeamCity, Jenkins, Fluent Bit.
- Embedded & Control Systems: Microcontrollers, FPGA, LiDAR, TCP/UDP, CAN, MAVLink, Cyphal, Modbus, LoRa, ARINC-429, PX4/ArduPilot, Mission Planner, QGroundControl, RPi, Zynq.
Architecture and Application Design
- HW/SW Co-Design: Deep integration between embedded systems, edge devices, and cloud backends.
- Event-Driven & Message-Based: Device telemetry, control pipelines, and horizontally scalable systems.
- Modern Web Architecture: Progressive Web Applications (PWA) and Server-Driven UI (htmx) for low-latency, app-like experiences.
- Resilient System Design: Fault-tolerant, horizontally scalable SaaS architectures with multi-tenant support.
- Data-Intensive Systems: Time-series optimization, ETL orchestration, and idempotent background processing.
- API & Observability-First: Contract-driven design (REST, GraphQL) with comprehensive metrics and tracing across HW/SW boundaries.