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Software Development Capabilities

AI, ML & Data Science Services… a Paradigm Shift in Software

Artificial intelligence affords opportunities to automate tasks human being might complete faster and more accurately than a human beings are capable. And CodeStringers has the expertise to bring your AI product to life with our data science services.

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More About Our Services
AI, ML & Data Science Services - a Paradigm Shift in Software

Our AI, ML & Data Science Services.

Data science services can help you get deeper insights from your data. It can also enable your product to predict user actions or outcomes. We can help you advise users of decisions they should make or actions they should take.

Custom Artificial Intelligence

Have a source of big data with untapped value? CodeStringers data science services can help ideate use cases to extract greater value and then develop custom AI solutions to deliver that value.

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Personalized recommendations to improve your golf swing. Pricing guidance based on customer satisfaction and competitor data when asking a enterprise customer to renew a subscription.

Using Python and R, CodeStringers data science services can build custom models and algorithms, tune the as the volume of available data increases, and build custom solutions to maximize the value of your data.

Machine Learning

Machine learning allows computer systems to independently learn and improve from experience. The more data the system analyzes, the more accurate the results and predictions.

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Our ML developers use Python and ML frameworks such as TensorFlow, Torch and Theano to develop descriptive, predictive and prescriptive capabilities.

Deep Learning

The term “Deep learning” refers to a method of teaching computers to analyze data as a human being would if capable of processing “big data”. It is used to recognize patterns, whether analyzing text, images, video, or audio.

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A self driving car identifying traffic signs and signals. A meeting transcription solution identify action items and their owners. These are examples of how deep learning works within broader AI and ML solutions.

Regardless of your industry or market, CodeStringers data science services can help develop deep learning solutions for natural language processing, image or video object extraction and classification, or any other need your organization has.

Data Aggregation / Augmentation

Many AI and ML solutions can be improved by sourcing additional data. A self-driving car might adjust braking in rain or snow, for example. An promotion/email marketing system might delay email messages to consumers in areas with a surge in Covid cases.

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CodeStringers has experience in building data collection and aggregation ranging from Application Programming Interfaces (API) to open source or commercial data to web crawlers for Internet and Dark Web sites that download webpage content and store it in an unstructured database (Solr, Elastic).

We can help your organization identify data that may improve your AI/ML solution and build the system to capture, store and incorporate that data.

Data Modeling in Data Science Services

Data modeling is the process of creating a visualization of data objects and their relationships and then building a data structure from that visualization. As an example, a data model for facial recognition would have entities for facial features (noses, ears, eyes, mouths) and their relationship on a person’s face relative to one another (eyes side-by-side above the nose, etc.)

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Data modeling is a critical initial step in building any AI/ML solution.

CodeStringers utilizes entity-relationship diagrams, and data normalization techniques to conceptualize data models and then build those data models using relational, document, graph and other database technologies to actualize the model.

We are technology agnostic, working with PostgreSQL, SQL Server, MongoDB, Solr, Elastic, Cassandra, Neo4j and other SQL and NoSQL database technologies – whatever best suits the functional and non-functional requirements..

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Getting started with custom software development services is simple & painless.

Within a month, you can see your idea start to come to life.

Get started utilizing our custom software development services
STEP 1

Exploration

We complete a series of discovery workshop sessions that take anywhere from a one day to a couple of weeks depending upon the complexity of your idea. The workshops help our team understand your vision and gather sufficient information to create an agile software release plan.

STEP 2

Release Planning

Our team creates an agile software release plan including customer/user personas and needs, feature requirements, user interface wireframes, technical architecture and tech stack, and estimates of effort duration and budget. In order to tailor our software development services to your needs, this plan is an essential step. This typically takes one to two weeks to complete.

STEP 3

Engagement Model & Team Structure

Within days, we agree upon the best customer engagement model for your needs, the skill sets needed, and the structure of the team.

STEP 4

Build Software & Track Results

We initiate agile / scrum development utilizing CodeStringers’ expertise and experience with the methodology. We conduct routine status reviews and demos, give your team direct access to a test environment for your software, and provide progress reports on features completed, QA testing results, and a burn down against the original release plan. If our estimates were low, we know early on. CodeStringers adds resources to hit the deadline at no cost to you.

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