#97 Productionising Machine Learning Models with Terence Siganakis – CEO, Data Scientist, Software Engineer and Bioinformatician

<p>Terence is a data scientist, software engineer and bioinformatician with over a 15 years of experience working on software solutions to big data related problems in industries as diverse as finance &amp; investment banking, construction, manufacturing, healthcare and retail sectors. Terence is the CEO of Growing Data, a Melbourne based Data Science and Data Engineering consultancy, working with clients such as ANZ, CSL, Metricon and the Victorian Government.</p> <p><strong>Enjoy the show!</strong></p> <p><strong>We speak about:</strong></p> <ul> <li>[00:30] About Terence Siganakis<br> </li> <li>[02:30] Marketing Growing Data<br> </li> <li>[04:50] Working with the government<br> </li> <li>[06:30] The numbers behind machine learning<br> </li> <li>[10:00] Why does governance have negative connotations?<br> </li> <li>[11:20] How do you minimize the work upfront?<br> </li> <li>[15:55] How are you tackling big problems?<br> </li> <li>[19:15] How do you stay engaged?<br> </li> <li>[20:40] The way organizations interact with data<br> </li> <li>[22:40] How does Growing Data work?<br> </li> <li>[25:00] Data in the health industry<br> </li> <li>[31:00] Working in finance, health, and construction<br> </li> <li>[34:05] Driving innovation<br> </li> </ul> <p><strong>Resources:</strong></p> <p>Terence’s LinkedIn: <a href="https://www.linkedin.com/in/terencesiganakis/"><u>https://www.linkedin.com/in/terencesiganakis/</u></a></p> <p>Growing Data: <a href="https://growingdata.com.au/"><u>https://growingdata.com.au</u></a></p> <p><br></p> <p><strong>Quotes:</strong></p> <ul> <li>“Think about the business outcome.”<br> </li> <li>“Have confidence that what you are building is going to be production-ready when it reaches its targets.”<br> </li> <li>“No one wants to come up with a solution and have nothing happen with it.”</li> </ul> <p><br></p> <p><strong>Thank you to our sponsors:</strong></p> <p><a href="https://www.fyrebox.com/">Fyrebox</a> - Make Your Own Quiz!</p> <p><a href="https://studyonline.r