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BANGALORE ENGINEERING LAB

IDEAS ARE JUST THE BEGINNING.

We Turn Ideas Into Things That Work.

From intelligent software and AI-powered systems to robotics and hardware prototypes, NOCUT turns ambitious ideas into functional, real-world solutions.

01
Firmware & Code
<18ms
Edge Inference
100%
Source Handover
Autonomous machine vision prototype module in NOCUT laboratory
PROTOTYPE // UNIT-01 GLOBAL SHUTTER + ESP32-S3
Positioning

NOCUT is a product-building studio, not a generic website development agency.

From concept to prototype, from software to hardware, we build technology that solves real-world problems. NOCUT helps students, startups, researchers, and businesses transform concepts into functional digital products, intelligent systems, and physical prototypes.

Capabilities

WE BUILD BEYOND THE SCREEN.

Whether it is an intelligent algorithm, a connected device or a complete digital product, we bring the right technologies together to make it work.

01 / AUTONOMOUS ROBOTICS FEATURED DISCIPLINE

Robotics & Autonomous Systems

Bridging physical kinematics, motor-control firmware, and high-level ROS 2 autonomous navigation and LiDAR SLAM mapping. We engineer rovers, kinematic arms, and autonomous warehouse prototypes.

STACK
ROS 2 Nav2
MAPPING
360° LiDAR SLAM
CONTROL
PID Encoders
BUS
CAN 2.0B / UART
  • • All-terrain rover kinematics
  • • Vision-guided servo targeting
  • • Autonomous obstacle avoidance
  • • Gazebo & URDF simulations
02 / ARTIFICIAL INTELLIGENCE

AI & Computer Vision

Computer vision models, automated defect inspection, and neural architectures quantized for low-power edge inference.

Frame Latency <18ms
Target Format ONNX / TFLite
  • • Real-time multi-object tracking
  • • Edge TPU & Jetson deployment
  • • Custom dataset annotation
03 / EMBEDDED & PCB

Hardware & IoT Solutions

Custom 2-layer KiCAD PCB layouts, low-power FreeRTOS C++ firmware, and multi-sensor industrial telemetry.

  • • ESP32-S3 & STM32 firmware
  • • Complete Bill of Materials (BOM)
  • • RS485 Modbus RTU & BLE mesh
  • • Assembled prototype delivery
04 / SOFTWARE & CLOUD

Software & Digital Products

Full-stack web applications, real-time command dashboards, secure APIs, and responsive digital products built to scale.

  • • Real-time WebSocket dashboards
  • • Robust Node.js & PostgreSQL APIs
  • • Role-based authentication
  • • Docker containerization
05 / SPATIAL & WEBGL

AR, VR & Digital Twins

Browser-based Three.js WebGL models synchronizing live physical sensor telemetry with interactive 3D kinematics.

  • • Real-time 3D robot kinematics
  • • Mobile AR interactive preview
  • • Optimized GLTF asset pipeline
  • • Bidirectional telemetry bridge
06 / EMPIRICAL R&D & FEASIBILITY 100% INTELLECTUAL PROPERTY HANDOVER

Research Prototyping & Multi-Disciplinary Builds

De-risking technical assumptions through rapid breadboard validation, component stress testing, and empirical benchmark reports. Every project includes complete source code repositories, KiCAD schematics, and knowledge transfer for total client ownership.

Methodology

FROM CONCEPT TO CREATION.

A structured five-stage engineering process designed to eliminate ambiguity and deliver working solutions.

01

Discover

Understand the problem, objectives, technical requirements, and expected outcomes.

Scope Specification
02

Design

Develop the architecture, system design, prototype plan, and technical roadmap.

System Architecture
03

Engineer

Build the software, integrate the hardware, and develop the core functionality.

Functional Build
04

Validate

Test the prototype, identify issues, optimize performance, and refine the solution.

Test & Refinement
05

Deliver

Demonstrate the final product and provide the agreed source code, documentation, and handover.

Full Handover
Portfolio

BUILT TO BE MORE THAN AN IDEA.

Verified engineering case studies across edge computer vision, autonomous ground robotics, and IoT hardware.

Project Argus-1 Computer Vision Prototype
Prototype Verified
AI & Computer Vision

Project Argus-1: High-Speed Edge Defect Inspection

Problem: Optical quality inspection on automated lines was prone to operator fatigue and missed micro-defects smaller than 0.5mm.

Solution: Self-contained edge vision node with dual global shutter sensors and an Edge TPU delivering under 18ms inference latency.

Python OpenCV TensorFlow Lite Coral TPU
Project Vanguard-X Autonomous Mobile Robot
In Active Testing
Robotics & Autonomous

Project Vanguard-X: All-Terrain Autonomous Mobile Robot

Problem: Navigating unstructured indoor and outdoor terrain without external GPS required reliable local localization and mapping.

Solution: 6-wheel differential-drive rover platform integrating 360° LiDAR, depth sensing, IMU filtering, and a ROS 2 Nav2 path planner.

ROS 2 LiDAR SLAM Nav2 ESP32 Motor Bridge
Project Synapse-Edge IoT Node
Functional Demo
Hardware & IoT

Project Synapse-Edge: Industrial IoT Telemetry Node

Problem: Machinery telemetry monitoring suffered from high trenching costs and cellular subscription overhead for distributed sensors.

Solution: Custom ESP32 hardware modules with OLED diagnostic readout, RS485 Modbus interface, and MQTT telemetry with <15µA sleep.

ESP32-S3 FreeRTOS Modbus RS485 KiCAD PCB
Project TelemetryOS Platform
Completed & Deployed
Software & Digital Products

Project TelemetryOS: Real-Time Hardware Digital Twin

Problem: Operators needed a consolidated dashboard to monitor kinematic joint angles and sensor health across heterogeneous hardware.

Solution: Responsive web dashboard featuring real-time WebSockets, WebGL 3D wireframe twins, frequency analysis, and role controls.

Node.js WebSockets Three.js / WebGL PostgreSQL
Clients & Partners

BUILT FOR PEOPLE WHO BUILD.

We partner with builders at every scale of technical execution. From lab experiments to production systems.

01 // TARGET AUDIENCE Students & Researchers
DEFENSE • BENCH TEST READY

Academic & Research Prototypes

Transform theoretical frameworks and lab hypotheses into physical, testable demonstrators. We assist researchers and students with rapid hardware fabrication, firmware debugging, sensor instrumentation, and reproducible technical documentation ready for thesis defenses and journal submissions.

Core Capabilities Delivered:
  • • Custom PCB routing & rapid SMD soldering
  • • Microcontroller firmware (STM32, ESP32, Arduino)
  • • Sensor fusion & real-time MATLAB/Python telemetry
  • • 3D enclosure CAD & rapid additive prototyping
Deliverable Standards:
  • • 100% full intellectual property & source handover
  • • Complete wiring schematics & bill of materials
  • • Demonstration video & live bench testing guide
  • • Direct technical handover support
Microcontrollers Sensor Telemetry CAD Prototyping Schematics
Scope Academic Project
02 // TARGET AUDIENCE Startups & Founders
SEED • PILOT READY

MVP Engineering & Venture Validation

Fast-track your path from investor deck to production-grade proof of concept. We construct lean, performant digital applications and connected device prototypes engineered to withstand actual pilot deployments and impress venture capital technical diligence teams.

Core Capabilities Delivered:
  • • Full-stack web platforms & cloud microservices
  • • Low-latency WebSocket & MQTT data pipelines
  • • Secure multi-tenant RBAC architectures
  • • Hardware-to-cloud IoT device provisioning
Venture Milestones:
  • • 4-to-8 week sprint to functional pilot release
  • • Zero vendor lock-in with clean Dockerized codebases
  • • Architecture documentation for investor review
  • • Scalable cloud infrastructure setup (AWS/GCP)
React / Next.js Node / Python IoT Cloud Docker / CI/CD
Validate Venture MVP
03 // TARGET AUDIENCE Businesses & Industry
24/7 RELIABILITY • EDGE AI

Enterprise & Industry Automation

Modernize legacy operations with bespoke edge compute systems, industrial IoT telemetry, and computer vision inspection stations. We engineer ruggedized firmware and operational dashboards built for unyielding 24/7 continuous factory and warehouse duty cycles.

Core Capabilities Delivered:
  • • On-premise Edge AI defect detection (Jetson / NPU)
  • • Modbus, CAN bus & RS485 industrial interfacing
  • • Custom internal operational software & dashboards
  • • Automated alert routing & fail-safe watchdog loops
Operational Reliability:
  • • Hardened power regulation & EMI noise filtering
  • • Strict air-gapped local networking capabilities
  • • Comprehensive telemetry logs & self-healing state
  • • End-to-end personnel training & operational SOPs
Jetson Edge AI CAN / Modbus Industrial IoT Real-time SCADA
Deploy Industrial System
04 // TARGET AUDIENCE Innovators & Inventors
NOVEL MECHATRONICS • PATENTS

Deep-Tech Creators & Novel Inventions

When off-the-shelf software and generic dev kits cannot satisfy unconventional ideas, NOCUT steps in. We engineer custom mechatronics, multi-axis robotic actuators, novel sensor integrations, and bespoke physical interaction devices engineered specifically for patent filings and exhibition showcases.

Core Capabilities Delivered:
  • • Custom kinetic mechanisms & BLDC motor drivers
  • • Multi-camera computer vision & spatial tracking
  • • Micro-machined enclosures & custom thermal sinks
  • • Interactive physical-computing exhibition rigs
Innovation Standards:
  • • Non-disclosure agreements (NDA) prior to briefing
  • • Clean patent claim documentation support
  • • Complete engineering 3D CAD step files handover
  • • Zero royalty or recurring engineering obligations
Robotics Mechatronics Custom Drivers Patent Ready
Build Novel Device
Solutions & Engagement

HOW WE ENGAGE & WHAT WE PROVIDE.

Every engagement is structured around clear functional milestones, validated deliverables, and 100% intellectual property handover. Explore our interactive solution blueprint generator below.

Pillar 01

Software & Cloud Platforms

Full-stack web applications, real-time command dashboards, secure API contracts, and scalable database architecture with automated deployments.

DELIVERABLE: Full Source Code & API Docs
Pillar 02

AI & Computer Vision Pipelines

Custom neural network models, dataset curation, quantization for Edge TPUs and Jetson devices, and low-latency inference daemons.

DELIVERABLE: Quantized Model & Test Suite
Pillar 03

Hardware & Embedded IoT

Breadboard validation, custom 2-layer KiCAD PCB layouts, low-power FreeRTOS firmware, sensor calibration, and physical assembly.

DELIVERABLE: Assembled Hardware & Gerbers
Pillar 04

Autonomous & Robotic Systems

Differential and holonomic drive chassis, ROS 2 Nav2 stack, 360° LiDAR Cartographer SLAM, motor-control bridges, and teleoperation.

DELIVERABLE: Mobile Robot & ROS 2 Stack
Transparency Guarantee: We work collaboratively from day one. You retain 100% intellectual property ownership of all source code, CAD designs, schematics, and model weights upon project handover.
Interactive Generator

Solution Blueprint Explorer

Select your parameters to see how NOCUT architects and delivers your project.

Software & Digital Platform [POC]
Tangible Deliverables Included
Engineering Process
Handover Package
Engineering Toolchain

VERIFIED LAB STACK.

We use production-proven languages, real-time operating systems, and industrial hardware standards.

Embedded Firmware & Microcontrollers

Deterministic, low-jitter real-time task scheduling and multi-bus sensor interfaces.

ESP32-S3 (ESP-IDF / FreeRTOS) Embedded Modern C++17 KiCAD 8 PCB CAD RS485 Modbus RTU CAN-bus 2.0B I2C / SPI DMA MQTT over TLS BLE 5.0 Mesh
Principles

ENGINEERING WITH INTENT.

Six foundational tenets guide every prototype and digital product we build.

01. Custom-Built Solutions

Engineered from requirements rather than forced into generic templates.

02. Practical Engineering

Focused on functional implementations that run reliably in the physical world.

03. Cross-Stack Integration

Direct integration across firmware, hardware components, AI models, and software.

04. Transparent Scope

Clear technical milestones, component itemization, and upfront specifications.

05. Direct Collaboration

Work directly with the engineers designing and coding your project.

06. Full Documentation Handover

Complete source code, schematics, and knowledge transfer for complete ownership.

YOU HAVE THE IDEA.
LET'S BUILD IT.

Have a prototype in mind, a technical problem to solve or a product you want to create? Tell us what you're working on.

Project Intake

TRANSMIT SPECIFICATIONS.

Provide your project parameters below. Our engineering team reviews incoming briefs within 24 hours.

24-hour response SLA