AI · Software · Hardware

We Build the Core of What's Next

AI data preparation, model evaluation, and full-stack engineering. From raw data to production-ready systems, we design, build, test, and advise.

Quote Your Project Talk to an Engineer
  • Data Prep
  • Model Eval
  • Software
  • Hardware
  • Testing
  • Consulting
Data LabelingDataset CurationModel BenchmarkingRed-TeamingEmbedded SystemsWeb & Cloud AppsPCB DesignQA Automation Data LabelingDataset CurationModel BenchmarkingRed-TeamingEmbedded SystemsWeb & Cloud AppsPCB DesignQA Automation

What We Do

Six Capabilities. One Team.

01

AI Data Preparation

Collection, cleaning, annotation, and labeling pipelines that turn raw data into high-quality training and fine-tuning datasets.

02

Model Evaluation

Benchmarking, accuracy and bias testing, human-in-the-loop review, and red-teaming so you know how your model really performs.

03

Software Development

Web, cloud, desktop, and mobile applications, from architecture and design through to deployment and support.

04

Hardware Design

Electronics, embedded systems, and firmware, from schematic and PCB layout to working prototypes.

05

Testing and QA

Functional, integration, and automated testing across software and hardware to ship with confidence.

06

Consulting

Technical strategy, AI readiness assessments, architecture reviews, and hands-on guidance for your team.

Our Process

Concept to Production

  1. 01

    Discover

    Understand goals, data, constraints, and success metrics.

  2. 02

    Architect

    Design the data pipeline, system, or circuit and plan delivery.

  3. 03

    Build

    Prepare data and develop software, firmware, and hardware.

  4. 04

    Evaluate

    Test, benchmark, and validate against the agreed criteria.

  5. 05

    Deliver

    Deploy, document, and hand off with full transparency.

  6. 06

    Support

    Monitor, iterate, and scale as your needs grow.

Technology

Deep Expertise Across the Stack

AI & Data

  • Python
  • PyTorch
  • TensorFlow
  • Hugging Face
  • LLM Evaluation
  • Pandas / SQL

Software

  • TypeScript
  • React / Node
  • C# / .NET
  • Java
  • AWS / Azure
  • Docker

Hardware & Embedded

  • C / C++
  • ARM / STM32
  • ESP32
  • FreeRTOS
  • Embedded Linux
  • PCB Design

Testing

  • Automated QA
  • Unit / Integration
  • CI / CD
  • Hardware-in-the-Loop
  • Performance
  • Security Review

Portfolio

What We Build

Sample projects showing the kinds of work we deliver.

Image annotation tool with labeled bounding boxes

AI Data Preparation

Computer Vision Annotation Pipeline

Bounding-box labeling workflow with class taxonomy, reviewer consensus, and quality scoring for training-ready image datasets.

Model evaluation dashboard with benchmark scores

Model Evaluation

LLM Benchmark & Red-Team Report

Task-level scoring, version-over-version regression tracking, and adversarial safety checks for language model releases.

Printed circuit board layout with microcontroller

Hardware Design

Low-Power Sensor Board

4-layer PCB with ARM microcontroller, wireless radio, and power management, designed for battery-powered field deployment.

Web application dashboard with charts and orders table

Software Development

Operations Web Platform

Cloud-hosted dashboard for orders, inventory, and analytics with role-based access and real-time reporting.

Connected IoT device beside embedded firmware code

Firmware & IoT

Connected Environmental Monitor

FreeRTOS firmware with sensor filtering, MQTT cloud telemetry, and secure over-the-air updates.

Automated test pipeline and test results

Testing & QA

End-to-End Test Automation

CI/CD pipeline spanning unit, integration, and hardware-in-the-loop tests with coverage and defect tracking.

About NextCoreGen

Engineering for the Next Generation

NextCoreGen LLC is a technology company that delivers artificial intelligence data preparation and model evaluation services alongside software and hardware design, development, testing, and consulting.

We work where data, code, and circuits meet. Whether you're training a model, launching an application, or building a physical product, we bring one accountable team from first idea to finished result.

Get Started

Two Ways to Work With Us

For Businesses

Build a Quote

Have an AI, software, or hardware project in scope? Share your requirements and we'll send a proposal.

Request a Quote →

For Founders & Teams

Talk to an Engineer

Not sure where to start? Book a consultation to talk through your idea, data, or technical challenge.

Book a Consult →