Challenges to Deep Learning Model Performance

Inference Speed Bottlenecks in Real-Time Deep Learning

I have a high-performing model, but it struggles with inference speed, making it impractical for real-time applications.

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Accuracy Loss with Noisy or Incomplete Data

I have complex data, but my model's accuracy drops when faced with noisy or incomplete inputs.

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High Computational Cost in Deep Learning Deployments

I have a deep learning model, but it's computationally expensive, driving up infrastructure costs.

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Model Drift and Performance Degradation Over Time

I have a deployed model, but its performance degrades over time as data distributions shift.

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Lack of Explainability in Deep Learning Models

I have excellent architecture, but it's a black box-I can't interpret its decisions or explain its outputs.

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How Crestech can help

Inference Speed Optimization: Streamline your models for faster predictions, enabling real-time applications without compromising accuracy.

Robustness Testing: Ensure your models perform reliably with noisy, incomplete, or adversarial data.

Cost Efficiency: Optimize model architectures and training processes to reduce computational overhead and infrastructure costs.

Drift Detection & Adaptation: Implement monitoring systems to detect performance degradation and retrain models proactively.

Explainability & Interpretability: Uncover the "why" behind your model's decisions with tools that build trust and transparency.

End-to-End Performance Tuning: From data preprocessing to deployment, we ensure your models are optimized for peak performance.

Industries we have transformed
Insurance

Fintech

In an Industry with no margin for error- get tested for safety and security.

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Financial Services

QSR

Your food is standardised but Is your application too?

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Insurance

Speed up your claims and distribution with an agile team of highly efficient testers.

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Media and Entertainment

If they aren't screaming, are they even streaming? At Crestech, we ensure your software delivers a flawless finale.

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Pharmaceuticals

A prescription for perfection? We test your software as if lives depend on it- because THEY DO!

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Healthcare

Improve your healthcare delivery systems with Crestech's high precision testing process

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Edtech

Because every learner deserves an inclusive environment.

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Gaming

Immersive experiences riding in a glitch free environment, powered by Crestech's enabling environment.

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Automobile

A flawless performance runs on a powered engine and a bugless software

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Manufacturing

An efficient supply chain is a result of data powered testing methodologies.

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