a.i.

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DEEP LEARNING AND MACHINE LEARNING

With business issues growing more complex every day, leveraging A.I. through deep learning and machine learning has become a critical strategy in staying one step ahead of the competition. 

With years of research experience in this narrow intelligence technology field, from supervised or unsupervised, BERT or W2V, and XGBoost or Autoencoder, we continuously deliver full pipelines to address your most complicated real-time business challenges, solving some of the most demanding business problems of today - and tomorrow.

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natural language processing

Language is what distinguishes human higher intelligence. In the A.I. world, processing language - spoken or written, and ultimately understanding intent, is being tirelessly researched and improved upon. Although Deep Learning applied to Natural Language Processing has rapidly evolved in the last few years, conversational A.I. is still quite rudimentary, with our A.I. team on a mission to change this!

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anomaly detection

Anomaly detection is one of the most important technologies in our lives, essential in detecting bank fraud, structural defects, and medical illnesses, down to simple grammatical checks in a sentence. We are constantly researching newer outlier detection techniques, from density-based techniques such as k-nearest and isolation forests, to clustering such as k-means. Our ultimate goal is to apply groundbreaking A.I. algorithms to a wide array of day-to-day problems such as financial order toxicity flow identification to medical syndrome anomaly detection, so there is one less thing for you to monitor.

high performance computing

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ultra efficiency

People who are serious about software need to develop an understanding of hardware. This is the expectation at Goodlabs. We utilize technologies and designs such as shared memory queues with busy spin to push high performance / low latency limits. Our deep production experience in high volume and high-velocity software engineering resulted in systems that are deterministic with ultra-efficiency. Our technology, with zero copy, zero serialization, and zero locking, allows us to eliminate wasteful operations and fully commit the processing unit to maximum business function execution. Our relentless pursuit of computational efficiency results in 99.99 percentile microsecond latency while processing millions of data points per second on a single computing unit. We’re here, ready to develop your next-generation high performance system, ready to handle your ever-increasing flow.

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zero serialization

Our statistics show, on average, over 20% of CPU time was being wasted on moving application data into memory and serializing it in some form to place it on wire, and vice versa, in a high volume processing system. We completely eliminate that need by using an Elastic Binary Encoding Schema so that application data looks exactly the same on the wire, in application memory, and on storage. This allows a high throughput system to reclaim significant wasted CPU cycles back and reapply them towards business data processing.

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zero copy

For high volume systems, the time required to take data from the wire into the application memory domain accumulates fast and can become a major bottleneck for low latency systems. Thanks to shared memory queuing technologies, we are able to ingest application data directly into the application for processing without any copy-delay. How? Through advanced “Elastic Binary Encoding” algorithms.

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zero locking

A common myth from many software engineers plagues many high throughput system and causes it to crumble under heavy load is the use of threads. Our historic research and real world data has proven that single thread affined to a hardware core with a busy spin approach always outperforms traditional threading. By totally eliminating wasteful context switching and locking, the software can totally optimize the use of the hardware core to fully focus on business processing.

cloud engineering

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CLOUD STACK

From Kubernetes, OpenFaaS and Fargate, to Anthos - our cloud engineers are armed with modern cloud tech stacks, bringing our experience of delivering on some of the most challenging digital journeys for the Fortune 1000 to tackle your most complex challenges. These include legacy critical app modernizations, greenfield development and complete transformations in hybrid environments. We are among the best in the industry, able to leverage the latest cloud approaches coupled with pragmatic design philosophies, ready to accelerate your cloud journey.

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DATA DRIVEN ACTIONABLE INTELLIGENCE

At GoodLabs, we are fanatical about data. We are outstanding in small, big, and fast data analytics and management. From Data Factory, Data Bricks, and Kinesis, all the way to Serverless RDS, we prioritize the right technology and governance models to enable you to manage your mission-critical data and derive valuable insights promptly.

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CLOUD-READY ARCHITECTURE

Although low latency systems may perform poorly on the public cloud, containerizing them to deliver as deployment in your private cloud can notably improve stability. Systems with sensitive data cannot run in the public cloud, but dividing the workload on hybrid clouds based on data sensitivity can drastically improve the scalability. 

We designed CAFA, an API first, Cloud-Ready, Federated Architecture blueprint to help you take a step-by-step transformation journey of your cloud architecture.

We effectively modernize your enterprise without promoting over-engineering or forcing a one-size-fits-all approach. Whether your enterprise is starting from scratch or already has a complex mix of legacy and greenfield systems, GoodLabs’ CAFA can enable full system conversation and prepare multi-cloud readiness for maximum clarity and agility of your systems.

ux engineering

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from design to implementation

Simplicity is the ultimate sophistication - that’s our philosophy in our product design team. Be it Origami Studio, InVision, Sketch, or Figma, our product design team applies a human cognitive scientific approach to design your mobile platform experience and deliver the best user experience. From Flutter and Swift/UI, to Reach/Native, our mobile engineering team selects the best technology to bring your vision to fruition.

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HUMAN COGNITION - THE SCIENTIFIC APPROACH TO UX

Every user interface element decision we make with you is founded on sound reasons for maximizing user satisfaction. We are zealous about user stimulation and cognitive response. We consistently use the laws of Simplicity, Unity, and Balance in our design experience, believing that it’s imperative to embed continuous feedback loops in our customer’s applications to collectively understand which elements of the design are most impactful.

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the result is a remarkable experience

Your ideas come to life right before your eyes. A complete application that checks all your boxes - everything from the functionality, down to the user experience, from prototyping, through to releases. As we learn through every iteration, we apply both subjective user feedback as well as data-driven usage intel right back into the next milestone so that version of your product engages your users even more. No stones are left unturned.

The result? A rapidly developed living product, intelligently designed to produce an effortless, intuitive experience for your users.