--- title: AurumNova Blog | Daniel Sim description: Lead Data Scientist, Principal Consultant and Founder @ AurumNova --- [Skip to content](https://aurumnova.com/blog/author/daniel-sim#main-content) [![AurumNova Logo (Horizontal)](https://aurumnova.com/hs-fs/hubfs/aurum_nova_logo_horz@0.5x-1.png?width=1812&height=348&name=aurum_nova_logo_horz@0.5x-1.png)](https://aurumnova.com/) - [Overview](https://aurumnova.com/) - [Case Studies](https://aurumnova.com/case-studies) Show submenu for Case Studies - [Construction](https://aurumnova.com/case-study-construction) - [Aerospace](https://aurumnova.com/case-study-aerospace) - [Gaming](https://aurumnova.com/case-study-gaming) - [Research](https://aurumnova.com/case-study-research) - [Blog](https://aurumnova.com/blog) - [Our Story](https://aurumnova.com/our-story) Open main navigation Close main navigation - [Overview](https://aurumnova.com/) - [Case Studies](https://aurumnova.com/case-studies) Show submenu for Case Studies - [Construction](https://aurumnova.com/case-study-construction) - [Aerospace](https://aurumnova.com/case-study-aerospace) - [Gaming](https://aurumnova.com/case-study-gaming) - [Research](https://aurumnova.com/case-study-research) - [Blog](https://aurumnova.com/blog) - [Our Story](https://aurumnova.com/our-story) - [Contact Us](https://aurumnova.com/contact-us) [Contact Us](https://aurumnova.com/contact-us) # Blog Explore insightful articles on Natural Language Processing, Artificial Intelligence, and software development trends, featuring tutorials, analyses, and innovative perspectives. [![](https://aurumnova.com/hubfs/AI_Era_Business_Survival_Framework-1.png)](https://aurumnova.com/blog/5-steps-to-stay-ahead-in-the-ai-race-a-strategic-guide-for-businesses) [Leadership](https://aurumnova.com/blog/tag/leadership), [Artificial Intelligence](https://aurumnova.com/blog/tag/artificial-intelligence) ## [5 Steps to Stay Ahead in the AI Race: A Strategic Guide for Businesses](https://aurumnova.com/blog/5-steps-to-stay-ahead-in-the-ai-race-a-strategic-guide-for-businesses) ![Picture of Daniel Sim](https://app.hubspot.com/settings/avatar/29e7cf24c284898ec53631a85ad662d4) [Daniel Sim](https://aurumnova.com/blog/author/daniel-sim) Mar 18, 2025, 10:07:54 PM AI is no longer a luxury; it's a necessity. Yet, many businesses struggle to keep up. The fear of be... [Read more](https://aurumnova.com/blog/5-steps-to-stay-ahead-in-the-ai-race-a-strategic-guide-for-businesses) [![](https://aurumnova.com/hubfs/AdobeStock_323829966.jpeg)](https://aurumnova.com/blog/the-human-connection-how-ai-unleashes-time-for-what-truly-matters) [Leadership](https://aurumnova.com/blog/tag/leadership), [Artificial Intelligence](https://aurumnova.com/blog/tag/artificial-intelligence), [Relationships](https://aurumnova.com/blog/tag/relationships) ## [The Human Connection: How AI Unleashes Time for What Truly Matters](https://aurumnova.com/blog/the-human-connection-how-ai-unleashes-time-for-what-truly-matters) ![Picture of Daniel Sim](https://app.hubspot.com/settings/avatar/29e7cf24c284898ec53631a85ad662d4) [Daniel Sim](https://aurumnova.com/blog/author/daniel-sim) Feb 21, 2025, 9:15:00 AM In a digital age that moves at lightning speed, it's easy to feel overwhelmed by the endless stream ... [Read more](https://aurumnova.com/blog/the-human-connection-how-ai-unleashes-time-for-what-truly-matters) [![](https://aurumnova.com/hubfs/transformers_gpu_spark_feat_img_no_logo.png)](https://aurumnova.com/blog/high-performance-inferencing-with-transformer-models-on-spark) [Natural Language Processing](https://aurumnova.com/blog/tag/natural-language-processing), [Artificial Intelligence](https://aurumnova.com/blog/tag/artificial-intelligence), [Databricks](https://aurumnova.com/blog/tag/databricks), [Large Language Models](https://aurumnova.com/blog/tag/large-language-models), [PySpark](https://aurumnova.com/blog/tag/pyspark) ## [High-performance Inferencing with Transformer Models on Spark](https://aurumnova.com/blog/high-performance-inferencing-with-transformer-models-on-spark) ![Picture of Daniel Sim](https://app.hubspot.com/settings/avatar/29e7cf24c284898ec53631a85ad662d4) [Daniel Sim](https://aurumnova.com/blog/author/daniel-sim) Nov 18, 2021, 12:00:00 PM A tutorial with code using PySpark, Hugging Face, and AWS GPU instances Are you looking for up to a ... [Read more](https://aurumnova.com/blog/high-performance-inferencing-with-transformer-models-on-spark) [![](https://aurumnova.com/hubfs/mvc_rip.png)](https://aurumnova.com/blog/software-development/mvc-is-dead-long-live-flux-er-i-mean-redux) [Software Development](https://aurumnova.com/blog/tag/software-development) ## [MVC is dead! Long live Flux! Er… I mean Redux!](https://aurumnova.com/blog/software-development/mvc-is-dead-long-live-flux-er-i-mean-redux) ![Picture of Daniel Sim](https://app.hubspot.com/settings/avatar/29e7cf24c284898ec53631a85ad662d4) [Daniel Sim](https://aurumnova.com/blog/author/daniel-sim) Nov 3, 2021, 6:51:00 PM The horror of horrors! I am that ancient in the land of software development. I have been messing ar... [Read more](https://aurumnova.com/blog/software-development/mvc-is-dead-long-live-flux-er-i-mean-redux) [![](https://aurumnova.com/hubfs/Imported_Blog_Media/1IC7_pdLtDMqwoqLkTib4JQ-1024x665.jpg)](https://aurumnova.com/blog/artificial-intelligence/dynamic-intepretation-of-random-forests-predictions) [Artificial Intelligence](https://aurumnova.com/blog/tag/artificial-intelligence) ## [Dynamic Intepretation of Random Forests Predictions](https://aurumnova.com/blog/artificial-intelligence/dynamic-intepretation-of-random-forests-predictions) ![Picture of Daniel Sim](https://app.hubspot.com/settings/avatar/29e7cf24c284898ec53631a85ad662d4) [Daniel Sim](https://aurumnova.com/blog/author/daniel-sim) May 18, 2021, 9:33:00 AM I have implemented several predictive models using Random Forests. Here are my thoughts on why they ... [Read more](https://aurumnova.com/blog/artificial-intelligence/dynamic-intepretation-of-random-forests-predictions) [![](https://aurumnova.com/hubfs/transformer-ber-ulmfit-elmo.png)](https://aurumnova.com/blog/artificial-intelligence/best-nlp-model-not-best-for-the-job) [Natural Language Processing](https://aurumnova.com/blog/tag/natural-language-processing), [Artificial Intelligence](https://aurumnova.com/blog/tag/artificial-intelligence) ## [The Best NLP Model Might Not Be Best For The Job](https://aurumnova.com/blog/artificial-intelligence/best-nlp-model-not-best-for-the-job) ![Picture of Daniel Sim](https://app.hubspot.com/settings/avatar/29e7cf24c284898ec53631a85ad662d4) [Daniel Sim](https://aurumnova.com/blog/author/daniel-sim) Feb 18, 2020, 11:29:00 AM Here are some thoughts on Cathal Horan's article "When Not to Choose the Best NLP Model." The world ... [Read more](https://aurumnova.com/blog/artificial-intelligence/best-nlp-model-not-best-for-the-job) [![](https://aurumnova.com/hubfs/Imported_Blog_Media/2ejcsulrwc8-alex-knight-imhwpb-dgrtkyrc37noof6.jpg)](https://aurumnova.com/blog/artificial-intelligence/machines-more-creative-than-humans) [Natural Language Processing](https://aurumnova.com/blog/tag/natural-language-processing), [Artificial Intelligence](https://aurumnova.com/blog/tag/artificial-intelligence) ## [Machines – More creative than humans?](https://aurumnova.com/blog/artificial-intelligence/machines-more-creative-than-humans) ![Picture of Daniel Sim](https://app.hubspot.com/settings/avatar/29e7cf24c284898ec53631a85ad662d4) [Daniel Sim](https://aurumnova.com/blog/author/daniel-sim) Feb 13, 2020, 4:48:00 PM Being creative or artistic has long been the sole domain of humans. What if machines can be as creat... [Read more](https://aurumnova.com/blog/artificial-intelligence/machines-more-creative-than-humans) [![Performance starts with relationships](https://aurumnova.com/hubfs/AdobeStock_335192408.jpeg)](https://aurumnova.com/blog/leadership/measuring-performance-is-about-measuring-relationships) [Leadership](https://aurumnova.com/blog/tag/leadership), [Relationships](https://aurumnova.com/blog/tag/relationships) ## [Measuring Performance is about Measuring Relationships](https://aurumnova.com/blog/leadership/measuring-performance-is-about-measuring-relationships) ![Picture of Daniel Sim](https://app.hubspot.com/settings/avatar/29e7cf24c284898ec53631a85ad662d4) [Daniel Sim](https://aurumnova.com/blog/author/daniel-sim) Feb 4, 2020, 11:50:00 AM What is the underlying focus of a KPI? It could be a telltale sign of the organization’s culture. An... [Read more](https://aurumnova.com/blog/leadership/measuring-performance-is-about-measuring-relationships) [![](https://aurumnova.com/hubfs/AdobeStock_257765374.jpeg)](https://aurumnova.com/blog/leadership/the-case-against-powerpoint-presentations) [Leadership](https://aurumnova.com/blog/tag/leadership) ## [The Case Against Powerpoint Presentations](https://aurumnova.com/blog/leadership/the-case-against-powerpoint-presentations) ![Picture of Daniel Sim](https://app.hubspot.com/settings/avatar/29e7cf24c284898ec53631a85ad662d4) [Daniel Sim](https://aurumnova.com/blog/author/daniel-sim) Jan 29, 2020, 7:47:00 AM How about digital blackboards? I will try digital blackboard presentations to see how that goes, mai... [Read more](https://aurumnova.com/blog/leadership/the-case-against-powerpoint-presentations) [![](https://aurumnova.com/hubfs/Imported_Blog_Media/alpha_go_zero_cheat_sheet_2500px-600x540.png)](https://aurumnova.com/blog/artificial-intelligence/deep-blue-to-alphago-why-is-it-so-much-better) [Artificial Intelligence](https://aurumnova.com/blog/tag/artificial-intelligence) ## [Deep Blue to AlphaGo – Why Is It So Much Better?](https://aurumnova.com/blog/artificial-intelligence/deep-blue-to-alphago-why-is-it-so-much-better) ![Picture of Daniel Sim](https://app.hubspot.com/settings/avatar/29e7cf24c284898ec53631a85ad662d4) [Daniel Sim](https://aurumnova.com/blog/author/daniel-sim) Jan 27, 2020, 8:33:00 AM Twenty years after Deep Blue defeated the World Champion at Chess, Alpha Go did the same for the Wor... [Read more](https://aurumnova.com/blog/artificial-intelligence/deep-blue-to-alphago-why-is-it-so-much-better) First Prev [1](https://aurumnova.com/blog/author/daniel-sim) [2](https://aurumnova.com/blog/author/daniel-sim/page/2) [Next](https://aurumnova.com/blog/author/daniel-sim/page/2) [Last](https://aurumnova.com/blog/author/daniel-sim/page/2) ## Ready to transform your ideas into reality? If you found our insights on Natural Language Processing, Artificial Intelligence, and software development trends valuable, imagine what you could achieve with our expertly crafted products and services. Whether you’re looking to integrate cutting-edge technology into your projects, streamline your development process, or stay ahead of the latest industry innovations, we have the tools and expertise to support you every step. 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