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The continual growth of data in size and complexity challenges organizations in their effort to gain valuable insight. Our customers require innovative strategies, services, and technologies to unlock the value of their big data analytics potential.

Using advanced analytic tools and techniques, our data scientists facilitate the exploitation of big data sets, empowering users with strategic insights that accelerate critical decision-making. Our data Engineering services and solutions integrate processes, methodologies, and tools allowing our customers to collect, curate, analyze, and act on big data sets efficiently.

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Our Solutions

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Our customers are creating a competitive advantage by using their data to inform their business strategy.
Kafka Data streaming

The implementation and configuration of Kafka connectors to move data to S3 buckets in parquet format from AWS RDS Endpoints is a typical usecase for data lake creation and big data migration at OcularIT. We built a library of Python modules to assist PySpark reducers in determining which S3 bucket partitions in the staging area had unprocessed incremental data by table.

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Data integration (ETL)

We are experts in the extraction, transformation, and data loading of disparate data soruces and formats into one information management system while adhering to particular business rules.

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Data Exploration

Collected and integrated data is transformed and prepared for exploration, ad-hoc analysis, and modeling. During the data exploration process we use data mining techniques and Business Intelligence tools organize and help in the discovery of patterns in data.

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Training ML by Programming

ML models are highly dependent on massive sets of hand-labeled training data which are very expensive and time consuming to create — often requiring person-months or years to assemble, clean, and debug — especially when domain expertise is required.

OcularIT has focused on ways of programmatically generating training data—or, more succinctly, programming training data. We use Snorkel to write labeling functions (LFs) to automatically label unlabeled data to create training data for ML models. We write Python programs that take as input a data point from the input data and assign labels (or abstain) using heuristics, pattern matching, and third-party models.

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Synthetic Data Services

OcularIT specializes in generating synthetic data which aids in preserving data privacy, and creating training data for machine learning algorithms.

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Hire a Consultant

Looking for professional, dedicated, and certified Machine Learning developers and data engineers? We can help with our team of certified resources and extensive demonstrated experience of working with clients ranging from startups to Fortune 500 brands coming from various industries. Contact Us to Hire Dedicated Experts to Fill Gaps in Your Enterprise Requirements. We’d love to talk.

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Our Managed IT services will help you succeed. View all Solutions

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If you’re looking for a big data consultancy or a reliable technology partner to create innovative, market-leading solutions, we are here to help!

USING THE RIGHT TECHNOLOGY

Our Technical Capabilities

Run your project knowing that we build your software with the latest technologies and techniques to ensure scalability, stability, and reduced maintenance.

Put OcularIT Solutions to work! Contact Us.

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TESTIMONIALS

What Our Customers Have To Say!

Know what our esteemed clients/customers have to say about us in the area of POS management, systems, software, & customized tools.
Get In Touch

``Contact us to start building a data culture``

If you have any questions, feel free to contact us (002) 0100456789

If your business is looking to partner with a local IT support company that will learn the intimate details of your business technology and process.while also having the experience to manage.

  • Provided by experts to help challenge activities

  • Complemented with peer perspectives and advice

  • More than 450,000 client’s interactions