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PyTorch development

PyTorch Development Consulting

Driverless cars or voice control in phones – Deep Learning is the technology behind these futuristic-products. PyTorch is a library for Python programs that allows developing deep learning projects. Used by the likes of Salesforce, PyTorch is the preferred framework for performing efficient computation and automatic differentiation on graph-based models. As an experienced Python development company with expertise in AI and ML technologies, we have utilized PyTorch development in deploying robust ML models with state-of-the-art accuracy.

  • Cutting-edge solutions for Deep Learning-based automation
  • Analytics solutions for Amazon, Microsoft, and Google clouds
  • Successful PoCs in Insurance, Healthcare, Finance, and Manufacturing

Why employ PyTorch for AI Application Development?

Developed and maintained by Facebook, PyTorch is an open-source, end-to-end deep learning framework that facilitates tensor computing, the fundamental base of deep learning. With built-in automatic differentiation, it offers incredibly fast training on Computer Vision, Deep Learning, Machine Learning, and Natural Language Processing.

  • Faster building, training, and scaling of Deep Learning models
  • Direct integration with Python’s built-in debugging tools
  • End-to-end workflow from Python to deployment on iOS and Android
  • Well supported on major cloud platforms for rapid development & scaling
  • Robust ecosystem of researchers, developers, tools, and libraries
  • Proven use cases across industries and business processes
PyTorch development services

PyTorch Development Services

We offer PyTorch development consulting and on-demand resources for Machine Learning model development.

PyTorch Consulting

Audit of IT infrastructure and processes to assess the feasibility of PyTorch development and implementation – roadmap, PoC, and governance design

PyTorch Application Development

Advanced ML applications – image processing/ classification, prediction applications, time series applications, OCR, etc.

PyTorch Neural Networks

PyTorch ResNet Implementation – Training/development of advanced neural and deep neural network models for computer vision apps

PyTorch NLP Development

PyTorch LSTM implementation – training an LSTM language model to perform Natural Language Generation

PyTorch Pipeline

Design and creation of PyTorch pipelines – PyTorch Tensor API, loading data in Python, monitoring training, and visualizing results

PyTorch Support and Maintenance

SLA-driven support and maintenance to manage PyTorch infrastructure, PyTorch Pipelines, and PyTorch applications

PyTorch Tools and Libraries

As a leading PyTorch development company, we have experience in the spectrum of PyTorch Tools and Libraries.

Library
  • Fastai
  • PyTorch Lightning
  • Horovod
  • PyTorch Geometric
Framework
  • Ray
  • Flair
  • MMF
  • Optuna
Platform
  • Detectron2
  • ParlAI
  • ELF
  • Polyaxon
Intelligent Process Automation with PyTorch
PyTorch development consulting
  • OCR and ICR

    Optical character recognition and Intelligent Character Recognition apps for accelerated digitization of paperwork.

  • Image Classification

    Image Search, Object/Face Recognition, Photo Clustering, and Motion Detection applications for healthcare, aviation, automotive, etc.

  • Voice Recognition

    Application of advanced neural networks to detect and interpret audio signals, widely used in voice assistant development.

  • Chatbot Services

    Accelerated development of chatbots through the application of deep learning, PyTorch, Keras/TensorFlow, etc.

  • Numerical Computations

    High-performance numerical computations and deep learning development for both CPU and GPU computing devices.

  • Predictive Analysis

    Solutions to real-world data science problems through linear regression, neural networks, and reinforcement learning systems.

IPA Development Success Stories

We have facilitated numerous clients to adopt AI-powered automation for incremental man-hours savings and service improvement. Our vision, proven approach, and Centre of Excellence delivery model accelerates intelligent process automation development.

PyTorch LSTM implementation

Insurance

Faster automobile claim settlement through intelligent image recognition of vehicle damage and AI-powered document extraction.

PyTorch Resnet implementation

Finance

Development of AI chatbot for invoice download, mortgage calculations, loan calculations, risk profiling, etc.

PyTorch development

Sales and marketing

Automated calculation and updating of CRM and scorecards to allow teams to focus on nurturing leads and improve TAT 8-10x.

Frequently Asked Questions (FAQ)

How do I get started with PyTorch Development?

Our IPA consultant will get in touch to understand your requirements and assess the project feasibility – current IT infrastructure, user skills, and business processes. We will offer you our project proposal along with suitable engagement models to choose from. We begin immediately after the signing of the contract.

How do I ascertain if my processes are suitable for PyTorch Development?

Most of the processes that have routine operations and are repetitive can be automated. We have a detailed process for Automation Discovery Assessment where we chalk-out the IPA roadmap for feasible processes.

How much does it cost to avail of PyTorch Consulting?

The cost of the project depends on multiple factors – project scope, technology stack, man-hours required, engagement model, business objective, depth of process automation, etc. Having said that, we aim to strike a balance between cost and quality for maximum satisfaction.

Can I hire PyTorch developers on a full-time basis?

Yes, you can. We provide resources that are experienced in AI/ML tools like TensorFlow, Keras, PyTorch, Caffe, etc. on a full-time basis.

I need PyTorch developers for my ongoing project. Can you help?

Sure, we can. In cases where a different team has worked/is working on the project, our SME will understand project requirements and existing documentation to assess the scope and man-hours required. After this, we will offer suitable engagement models.

Can I hire PyTorch developers for augmenting my in-house automation team?

Yes, you can. We offer team augmentation engagement where our experienced resources work along with your team and make the best out of the insource cum outsource development model.

Guaranteed Response within One Business Day

Richard Taylor

Head of Operations

We wanted RPA solution to deliver on aspects of productivity, quality, and agility with accelerated time to market. Damco helped us achieve all process automation goals, at an optimized cost.
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