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Prismberry

· 2 min read
Tanya Jain
Tanya Jain
Author

About the organisation​

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Prismberry is a consultancy service provider in software design and development focused on Artificial Intelligence, Product Engineering, Cloud Technologies, Data Analytics, Mobile Application, Automation, DevOps etc.

The work​

The Objective:

Ensuring all teams across the company produce high-quality deliverables for our clients, notably Flipkart. I was responsible for the entire software development lifecycle, from requirements gathering to deployment.

My Role:

I spearheaded an overhaul of the NLP systems and backend processes, integrating cutting-edge BERT models and optimizing SQL queries. My initial project involved training Transformer models from scratch on a custom language dataset, and to deploy them on a production server. Later on, I worked on various products that drove

The Impact:

My efforts significantly enhanced the reliability of our software, improving overall customer satisfaction and streamlining operations. These efforts include:

  • Increased NLP accuracy by 20% with new language BERT models on RTX 3080Ti GPUs.
  • Boosted user engagement 25% by CNN based audio feature analysis and revamping e-commerce backend with Stripe & audio processing.
  • Cut SQL query time 93%, from 15s to less than 1s, optimizing site performance.
  • Enhanced software reliability 15% via test-driven development and code maintenance.