OptML Services for AWS Products


OptML Consulting Services for Amazon Machine Learning provides vast expertise to help customers develop valuable ML-driven applications and deploy those new assets to production in significantly reduced timeframes for customer use.  OptML data scientists and data integration teams incorporate techniques and theories from many fields, including mathematics, probability models, machine learning, statistical learning, data engineering, pattern recognition, and visualization to extract meaning from your data.  OptML will guide you in your use of Sagemaker, Personalize and all the Amazon services that should be leveraged for your mission-critical applications.

Amazon Sagemaker: Build, Train, & Deploy Machine Learning Models at Scale

Amazon SageMaker provides every developer and data scientist with the ability to build, train, and deploy machine learning models quickly. Amazon SageMaker is a fully-managed service that covers the entire machine learning workflow to label and prepare your data, choose an algorithm, train the algorithm, tune and optimize it for deployment, make predictions, and take action. Your models get to production faster with much less effort and lower cost.


Amazon Lex:  Build voice and text chatbots

Amazon Lex is a service for building conversational interfaces into any application using voice and text. Amazon Lex provides the advanced deep learning functionalities of automatic speech recognition (ASR) for converting speech to text, and natural language understanding (NLU) to recognize the intent of the text, to enable you to build applications with highly engaging user experiences and lifelike conversational interactions. With Amazon Lex, the same deep learning technologies that power Amazon Alexa are now available to any developer, enabling you to quickly and easily build sophisticated, natural language, conversational bots (“chatbots”).


Amazon Textract:  Extract text and data from documents

Amazon Textract is a service that automatically extracts text and data from scanned documents. Amazon Textract goes beyond simple optical character recognition (OCR) to also identify the contents of fields in forms and information stored in tables.


Amazon Transcribe:  Automatic speech recognition

Amazon Transcribe is an automatic speech recognition (ASR) service that makes it easy for developers to add speech-to-text capability to their applications. Using the Amazon Transcribe API, you can analyze audio files stored in Amazon S3 and have the service return a text file of the transcribed speech. You can also send a live audio stream to Amazon Transcribe and receive a stream of transcripts in real time.



OptML Consulting Services for Amazon Analytics provides strategy and deployment best practices for enhanced analytics architectures and delivery.  OptML business intelligence frameworks achieve scalable, mature data warehousing in reduced timeframes.  OptML will help you maximize existing data in new ways, gaining market advantages with Hadoop and other Big Data technologies.  Utilizing our Agile delivery methods, we deliver tangible, meaningful analytics assets in an iterative fashion, eliminating the long intervals associated with most analytics projects.  OptML will guide you in the utilization of Athena, EMR, Managed Streaming for Kafka, RedShift and QuickSight for reporting, Business Intelligence, dynamic analytics and robust data lakes.  OptML’s significant experience will ensure your analytics objectives are met and systems are tuned to performance expectations.

Amazon Athena:  Query data in S3 using SQL

Amazon Athena is an interactive query service that makes it easy to analyze data in Amazon S3 using standard SQL. Athena is serverless, so there is no infrastructure to manage, and you pay only for the queries that you run.


AWS Lake Formation:  Build a secure data lake in days

AWS Lake Formation is a service that makes it easy to set up a secure data lake in days. A data lake is a centralized, curated, and secured repository that stores all your data, both in its original form and prepared for analysis. A data lake enables you to break down data silos and combine different types of analytics to gain insights and guide better business decisions.


AWS Data Pipeline:  Orchestration service for periodic, data-driven workflows

AWS Data Pipeline is a web service that helps you reliably process and move data between different AWS compute and storage services, as well as on-premises data sources, at specified intervals. With AWS Data Pipeline, you can regularly access your data where it’s stored, transform and process it at scale, and efficiently transfer the results to AWS services such as Amazon S3, Amazon RDS, Amazon DynamoDB, and Amazon EMR.


Amazon CloudSearch:  Managed search service

Amazon CloudSearch is a managed service in the AWS Cloud that makes it simple and cost-effective to set up, manage, and scale a search solution for your website or application.  Amazon CloudSearch supports 34 languages and popular search features such as highlighting, autocomplete, and geospatial search. For more information, see Benefits.



OptML Consulting Services for Amazon Database products provides our clients with assessment, strategies and technical migration and deployment capabilities.   OptML data gurus ensure Amazon Database investments perform to meet business needs.  The products and capabilities of the Amazon Database stack, such as Aurora, Document DB, DynamoDB, RDS and Neptune, continue to grow every day, and it can be difficult for companies to keep pace. As an Amazon consulting partner, our focus is ensuring you realize maximum value from your investments in these cloud-based solutions, engineered solutions and business intelligence.  OptML ensures these technologies have a positive impact on the business and supports your future state.

Amazon Aurora:  High performance managed relational database

Amazon Aurora is a MySQL and PostgreSQL-compatible relational database built for the cloud, that combines the performance and availability of traditional enterprise databases with the simplicity and cost-effectiveness of open source databases.


Amazon DocumentDB (with MongoDB compatibility):  Fully managed document database

Amazon DocumentDB (with MongoDB compatibility) is a fast, scalable, highly available, and fully managed document database service that supports MongoDB workloads.


Amazon DynamoDB:  Managed NoSQL database

Amazon DynamoDB is a key-value and document database that delivers single-digit millisecond performance at any scale. It’s a fully managed, multiregion, multimaster database with built-in security, backup and restore, and in-memory caching for internet-scale applications. DynamoDB can handle more than 10 trillion requests per day and support peaks of more than 20 million requests per second.


Amazon Timestream:  Fully managed time series database

Amazon Timestream is a fast, scalable, fully managed time series database service for IoT and operational applications that makes it easy to store and analyze trillions of events per day at 1/10th the cost of relational databases.



OptML Consulting Services for Amazon Internet of Things products provides strategy, guidance and technical expertise in connected device solutions to ensure the deployment of Amazon IoT technology supports the business and customer objectives.  OptML deploys greenfield solutions for clients across the globe, providing the data pipelines and measurable innovation to enhance customer interactions.  Our consultants provide expertise in the utilization of serverless architecture such as AWS Lambda and Amazon API Gateway and the selective application of FreeRTOS, Device Defender, Analytics, Events and Greengrass technologies in order to secure desired outcomes from the solution.

Amazon FreeRTOS:  IoT operating system for microcontrollers

Amazon FreeRTOS (a:FreeRTOS) is an operating system for microcontrollers that makes small, low-power edge devices easy to program, deploy, secure, connect, and manage. Amazon FreeRTOS extends the FreeRTOS kernel, a popular open source operating system for microcontrollers, with software libraries that make it easy to securely connect your small, low-power devices to AWS cloud services like AWS IoT Core or to more powerful edge devices running AWS IoT Greengrass.


AWS IoT 1-Click:  One click creation of an AWS Lambda trigger

AWS IoT 1-Click is a service that enables simple devices to trigger AWS Lambda functions that can execute an action. AWS IoT 1-Click supported devices enable you to easily perform actions such as notifying technical support, tracking assets, and replenishing goods or services. AWS IoT 1-Click supported devices are ready for use right out of the box and eliminate the need for writing your own firmware or configuring them for secure connectivity. AWS IoT 1-Click supported devices can be easily managed. You can easily create device groups and associate them with a Lambda function that executes your desired action when triggered. You can also track device health and activity with the pre-built reports.


AWS IoT Button:  Cloud programmable dash button

The AWS IoT Button is a programmable button based on the Amazon Dash Button hardware. This simple Wi-Fi device is easy to configure and designed for developers to get started with AWS IoT CoreAWS LambdaAmazon DynamoDBAmazon SNS, and many other Amazon Web Services without writing device-specific code.

AWS IoT Core:  Connect devices to the cloud

AWS IoT Core is a managed cloud service that lets connected devices easily and securely interact with cloud applications and other devices. AWS IoT Core can support billions of devices and trillions of messages, and can process and route those messages to AWS endpoints and to other devices reliably and securely. With AWS IoT Core, your applications can keep track of and communicate with all your devices, all the time, even when they aren’t connected.


We encourage you to contact us and begin an earnest discussion of your business objectives.