Services

Hire a dedicated TensorFlow developer for your next machine learning or deep learning project. Our consultants work as part of your existing development team / process or as a stand alone resource, ensuring the highest standards of communication throughout the project.

Our expert TensorFlow developers can help with:

• TensorFlow 2.x model development (current release line: 2.21)
• Keras 3 multi-backend models - TensorFlow, JAX, and PyTorch from one codebase
• TF1 to TF2 migration and legacy model modernization audits
• On-device / edge deployment with LiteRT (formerly TensorFlow Lite) and Google AI Edge
• Production serving: TF Serving, Vertex AI, and containerized (Docker / Kubernetes) deployment
• Computer vision - detection, classification, and segmentation with modern pre-trained backbones
• Fine-tuning open-weight models (e.g. Gemma via KerasHub) for domain tasks
• Construction of trainable machine learning models
• Development of convolutional neural networks and custom deep learning architectures
• Computational architecture of predictive models
• High-throughput input pipelines with tf.data
• State of the art pre-trained models and transfer learning
• Advanced TensorFlow Python API experience
• Point cloud classification and 3D data
• Deployment of computation across a variety of platforms (CPUs, GPUs, TPUs)
• On premise or cloud deployment
• Advanced experience deploying TensorFlow models on AWS

... and much more

Focused engagements

Some of our work fits a fixed, well-defined scope. For those we offer dedicated engagements:

• TensorFlow Modernization & Migration - retire tf.compat.v1 and Estimator code, upgrade to TensorFlow 2.21, and prove model parity before and after.
• Edge AI & LiteRT Deployment - convert, quantize, and tune models for on-device inference on mobile and embedded hardware.
• Generative AI on the TensorFlow Stack - fine-tune open-weight models with KerasHub, build embedding models for search and RAG, and serve them in production.

Not sure which fits? Contact us and a senior consultant will scope it with you.