smarthyre Tech Stack

ML infrastructure and autonomous systems for defense and robotics applications

Internet Marketplace Platforms Bengaluru South, Karnataka 2–10 employees Founded 2024 Privately Held

Smarthyre is a 2-year-old India-based company building ML infrastructure and autonomous systems, with a tech stack spanning PyTorch, TensorFlow, AWS SageMaker, Kubernetes, and robotics frameworks (ROS, Gazebo, LIDAR). The project list—ultrafast laser systems, autonomous marine vessels, consumer behavior prediction pipelines, and simulator development—reveals a hardware-software hybrid company, not a recruiter despite the LinkedIn label. The engineering-heavy hiring mix (7 of 8 open roles) skewed toward senior and lead levels signals they're scaling technical depth in ML ops, distributed training, and field deployment rather than growing a sales org.

Tech Stack 34 technologies

Core StackPython PyTorch TensorFlow AWS SageMaker AWS Lambda Docker Kubernetes C++ Linux NumPy Pandas scikit-learn Ruby on Rails Django Node.js XGBoost Git CMake ROS ROS 2 Gazebo LIDAR GNSS GeoPandas QGIS rasterio TensorRT ONNX Jetson+4 more

What smarthyre Is Building

◆Challenges

Scaling ml training to petabytes
Optimizing inference for billions predictions
Distributed training across compute nodes
Cost optimization and reliability
Scaling large-scale data environments
Mobile deployment of high-energy lasers
Shock and vibration testing
Mil-spec compliance
Defense-grade navigation delivery
Field-ready deployment

▲Active Projects

Ultrafast laser system setup and operation
Laser filamentation experiments
Ruggedization and mobile deployment
Consumer behavior prediction ml system
Distributed training workflow
Feature engineering pipeline
Deploying and scaling custom transformer-based models for consumer behavior prediction
Implementing ci/cd pipelines for ml models
Autonomous marine vessel development
Enhancing simulator realism

Hiring Activity

Accelerating8 roles · 4 in 30d

Department

Engineering

Data

Seniority

Senior

Mid

Lead

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About smarthyre

Smarthyre develops ML systems and autonomous platforms for defense and robotics use cases. Their active work spans laser-based systems (filamentation, ruggedization, mobile deployment), autonomous marine vessel development, and large-scale ML infrastructure (distributed training on petabyte datasets, transformer-based consumer behavior prediction, CI/CD for ML models). The company operates from Bengaluru and is currently hiring primarily for engineering roles in India, with a focus on senior and lead positions. Technical challenges center on scaling ML training and inference at extreme scale, mobile deployment of specialized hardware, and meeting defense-grade compliance requirements.

HeadquartersBengaluru South, Karnataka

Company Size2–10 employees

Founded2024

Hiring MarketsIndia

Frequently Asked Questions

What tech stack does Smarthyre use?

Python, PyTorch, TensorFlow, XGBoost, AWS (SageMaker, Lambda), Kubernetes, Docker, C++, ROS/ROS 2, LIDAR, GNSS, NumPy, Pandas, scikit-learn, TensorRT, ONNX, and Jetson for edge deployment.

What is Smarthyre working on?

Ultrafast laser systems, autonomous marine vessel development, large-scale ML training pipelines for consumer behavior prediction, CI/CD for ML models, and ruggedized hardware deployment with defense-grade compliance.