AI/ML and Analytics

Transforming Your Data into Intelligent Insights

Smart businesses need smarter solutions to stay ahead of their competitors. AI/ML and Analytics applications helps in accelerating successful digital transformations, improving customer services and up lifting top-line growth.

AI is the most powerful tool that companies are using to increase organizational performance, to reduce operational costs, to make informed decisions, to introduce new lines of revenue and to attract new customers.

As companies look forward to their organization’s goals, implementing AI/ML systems might be something to consider to be on the competitive edge in the marketplace and Evoke Technologies has the capabilities to help the organizations in their AI/ML journey.

Evoke’s AI/ML offerings consists of the following key services which we have been updating periodically to be on the forefront of this rapidly evolving technology spectrum:

Our Key Services Summary

Evoke provides AI/ML and Analytics Services in 4 key areas: (1) Computer Vision (2) Machine Learning (3) Conversational AI & Text Analytics using NLP (4) MLOps

In addition to these 4 key services, we also provide Data Visualization service.

Computer Vision

Evoke has successfully developed various cognitive solutions/products for our clients spread across different industries.
We provide Computer Vision Services in three areas:

Image Detection

Processes the image and detects/locates the objects in it.

  • Face Detection & Recognition, Object tracking, Robotics, Fake image detection, Image labelling, OCR(Extract and translate text from images and videos) are some of the areas where we have worked on.

Image classification

Model is trained to recognize various classes of images.

  • Automated inspection and quality control, Medical image and video analysis, Emotion Analysis, Traffic monitoring and congestion detection are some of the use cases in Image Classification that we have worked on.

Image segmentation

Image segmentation is the process of partitioning a digital image into multiple image segments/image regions/ image objects(sets of pixels).

  • Medical image and video analysis, fingerprint recognition, Video Surveillance and Foreground-background separation are some of the clients use cases Evoke has worked on.

Machine Learning

 

Evoke has been providing Machine Learning Solutions using various ML techniques like Classification, Regression, Clustering, Association, Anomaly Detection for our customers in different verticals(Retail, BFSI, Healthcare, Manufacturing etc).

Conversational AI & NLP

Our Data Scientists have developed various Conversational Chatbots/Agents, Speech to Text based analytics for various clients. Starting from entity extraction from unstructured data to sentiment detection, we have developed many Conversational AI & text Analytics solutions using latest NLP and Deep Learning techniques.

MLOps

ML Ops is a set of practices that aims toDeploy, Monitor and Maintain machine learning models in production reliably and efficiently. At Evoke, we have done single model/multi model deployment of various Machine Learning frameworks like Scikit-Learn, Tensorflow, PyTorch,Kearas, XGBoost etc. for various customers. We have used various deployment & monitoring tools like AWS Sagemaker, Azure ML, MLFLow, Kubeflow, Airflow etc.

Evoke MlOps team monitors data drift, model drift, bias drift and feature attribution drift etc. as part of our monitoring process and decides on retraining if necessary. Our MlOps team is conversant in doing monitoring in both On-premise as well as in Cloud environment.

Data Visualization and Story Telling

Data visualizations have been used to discover hidden facts, trends by Data Scientists & Data Analysts. Data storytelling effectively communicate insights from a dataset using narratives and visualizations. Our Data Scientists and Data Analysts uses various industry standard Data Visualization tools like Tableau, Qlik, Microsoft Power BI, d3.js etc. for Data Visualization and Story Telling.

Accelerators

We have 2 Accelerators to first forward the AI/ML implementations by reducing Data Scientists manual work.

Evoke Data Studio
Automated user interactive application for data exploration/preparation and feature engineering. This data preparation tool goes through multiple data treatments and make the dataset ready for consumption by the model.
 

Evoke TrueML
Automated machine learning service which helps in Data Exploration Reports, Feature Importance AND Classification, Regression, Time Series Forecasting, Clustering, Anomaly Detection problems. It identifies which model to use, build the model, train the model, validate it and then use it for prediction.