Products and Solutions
Deep learning, Machine Learning and Big Data / IOT
We transform business by modelling  and  visualizing the relevant data  with machine learning and  computation that scales.
Develop latest Neural Network Models
Help niche high technology companies adapt and implement latest neural network models to address their specific product / business needs. 
Optimization, Acceleration, and HPC at Scale
Optimize performance, computation and memory requirements with GPU acceleration and Apache Spark scaling.
Business and Financial Analysis
Help adapt and model business and financial data and come up with neural network design and architecture to address business needs.
Technologies
  1. Tensorflow
    Tensorflow
    Tensorflow Framework Optimization, GPU acceleration, Architecture definition, Customization, Extension, Observability, Visualization and Performance analysis for a variety of use cases.
  2. Machine Learning
    Machine Learning
    Transform businesses and enabling success with analysis, insight and visualization of internal and external data. We bring machine learning to both structured and unstructured data.
  3. Deep Learning
    Deep Learning
    Neural Network solutions for Big Data, businesses, equities, computer vision, and video and image analysis with: 1. Convolutional Neural Networks 2. Recurrent Neural Networks, LSTMs, GRUs and GANs
  4. Computer Vision
    Computer Vision
    Computer Vision solutions with both neural network based deep learning and feature analysis methods.

Machine Learning

We provide full service end to end solution for analysis of data. This include data engioneering, data cleaning, analysis and visualization. We specialize in both supervised and unsupervised machine learning.
We specialize in methodologies like Support Vector Machines, Decision Trees, Regression, Bayes Classification, Ensemble Methods, Clustering, Principal Component Analysis, Singular Value Decomposition, and Independent Component Analysis.

Deep Learning & Neural Networks

We provide solutions with deep learning models for a variety of use cases.
1. Business and Finacial data
2. Image Analysis
3. Video Analysis
4. Natural Language Processing

We help niche high technology companies adapt and implement latest neural network models to address their specific product / business needs. We have the expertise to implement,  customize and refine latest publications on Convolutional Neural Networks, Multi-layer and Attention Recurrent Neural Networks, LSTMs, GRUs, Generative adversarial networks (GANs) and Reinforcement Learning.

We also adapt and model business and financial data and come up with neural network design and architecture to address business needs.

Tensorflow Framework


Develop solutions on Tensorflow Framework for multiple application architectures with performance analysis, tuning, optimization, visualization for a number of use cases involving Convolutional Neural Networks (CNN), Recurrent Neural Networks (RNN), Attention multilayer LSTMs, GRUs, and Reinforcement learning.

Optimization and Visualization

Implement Tensorflow Framework Optimization, GPU acceleration, Architecture definition, Customization, Extension and Performance analysis. Provide model observability through Tensorboard.
Optimization and Deployment
GPU Acceleration
Optimization
Apache Spark
Neural Network Performance, Computation and Memory Optimization.

Compressed neural network with
1. Low bit precision
2. Network pruning
3. Weight sharing, weight sparsity and reduced entropy of trained weights 
Data analytics with Apache Spark on IBM Bluemix and DataTorrent’s Apache Apex / Kafka.
Accelerate Tensorflow with NVidia GPU clusters and NVIDIA CUDA® Deep Neural Network library (cuDNN).
Develop highly tuned implementations for optimal GPU memory usage and model performance.
CONTACT US
43663 Tonica Rd,
Fremont, California 94539
United States of America
Tel.: 732-735-5218
Email: info@visaze.com
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