ENGINEERING DISCIPLINES.
From algorithmic artificial intelligence to physical motor control and PCB hardware, we combine deep multidisciplinary engineering skills into reliable, integrated systems.
AI & Machine Learning
We develop neural network pipelines tailored for resource-constrained edge hardware and low-latency production APIs.
- Real-time automated defect inspection
- Multi-object tracking & classification
- Intelligent document parser & OCR
- Sensor anomaly detection algorithms
- Quantized models (.tflite / ONNX)
- Inference client & benchmark suite
- Dataset training scripts
- API container (Dockerized)
- Dataset volume & label quality
- Edge TPU vs Cloud GPU hosting
- Target frame rate (e.g. 60 FPS)
- Model retraining pipeline complexity
Robotics & Autonomous Systems
Bridging physical kinematics, motor-control firmware, and high-level ROS 2 autonomous navigation and LiDAR SLAM mapping.
- All-terrain unmanned ground rovers
- Kinematic multi-axis robotic arms
- Indoor automated warehouse guided vehicles
- Vision-guided servo positioning systems
- ROS 2 Workspace & Launch Scripts
- ESP32 Motor Controller Firmware
- URDF Simulation Files
- Wiring diagrams & power distribution
- Degrees of freedom (DOF) / axes
- LiDAR & depth sensor specifications
- Motor torque & payload capacities
- Outdoor ruggedization requirements
Hardware & IoT Solutions
From breadboard proof-of-concept to custom 2-layer PCB fabrication, embedded C++ firmware, and cloud IoT dashboard telemetry.
- Ultra-low power remote environmental sensors
- Industrial RS485 Modbus machine monitors
- Smart energy metering and power relays
- Asset tracking with BLE & cellular telemetry
- KiCAD PCB Schematic & Gerber files
- Complete Bill of Materials (BOM)
- Clean C++ firmware with OTA updates
- Assembled & soldered prototype unit
- Breadboard vs Custom PCB layout
- Sensor component market availability
- Battery lifetime requirements (µA sleep)
- Enclosure 3D printing & CNC machining
Software & Digital Products
Full-stack web architectures, hardware telemetry consoles, high-throughput backend APIs, and modern responsive products.
- Real-time telemetry and fleet dashboards
- SaaS MVPs for startup validation
- Hardware control consoles via WebSockets
- Internal automation tooling and databases
- Complete git repository with tests
- Production database schemas & migrations
- API documentation & Postman collections
- Deployment scripts (Vercel, Docker, AWS)
- Number of views & complex interaction states
- Third-party API & payment integrations
- Real-time synchronization requirements
- Role-based authentication & security layers
AR, VR & Digital Twins
Spatial computing, 3D interactive product configurators, and real-time digital twins synchronizing with physical sensors.
- Browser-based WebGL 3D robot twin
- Mobile AR prototype previews
- Interactive scientific telemetry models
- Virtual laboratory training environments
- Optimized 3D assets (.GLTF / USDZ)
- Three.js / WebGL application runtime
- Telemetry synchronization bridge
- Mobile browser compatibility profile
- Polycount & texture detail optimization
- Custom shader & lighting pipelines
- Hardware tracking integration (6DoF)
- Cross-platform deployment targets
Research & Feasibility Prototyping
De-risking technical assumptions through rapid breadboard validation, component stress testing, and empirical benchmark reports.
- Academic thesis prototype implementations
- Early-stage investor proof-of-concept demos
- Alternative sensor component benchmarking
- Pre-production feasibility reports
- Comprehensive Feasibility Report
- Demonstration video and test log data
- Recommended hardware BOM selection
- Next-phase commercial engineering roadmap
- Experimental equipment access required
- Component procurement lead times
- Depth of statistical validation required
- Urgency of proof demo milestone
Need a Custom Multi-Disciplinary Build?
Most real-world products require combining code, electronics, and algorithms. Tell us what you are aiming to create and we will architect the solution.
Start Your Project Inquiry →