Karabo Kim

Summary

Karabo Kim is a trades professional with a track record of shipping high-impact work. Known for clear written communication and a bias toward measurable outcomes. Comfortable working across product, engineering, and design in fast-moving environments.

Experience

• HVAC Technicianat Initech2017–now

  • Shipped a trades initiative that improved NPS by 48%.
  • Built a tooling framework adopted by 6 teammates.
  • Mentored 4 engineers; ran the interview loop.
• Site Supervisorat Standard Bank2014–2018

  • Shipped a trades initiative that improved engagement by 51%.
  • Built a scalable service adopted by 7 teammates.
  • Mentored 5 engineers; ran the interview loop.
• Apprenticeat Naspers2011–2015

  • Shipped a trades initiative that improved revenue by 54%.
  • Built a data pipeline adopted by 8 teammates.
  • Mentored 1 engineers; ran the interview loop.

Education

• MBA · Trades

  Nelson Mandela University · 2011–2015

Communication log

Recent comms

• outboundnote8/6/2026, 11:02:59 PMby Elle

  Touching base on the Site Reliability Engineer · mid · axdemo #003 search. Happy to share more context when useful.

• inboundemail8/6/2026, 4:02:59 PM
  Screening call invitation

  Touching base on the Site Reliability Engineer · mid · axdemo #003 search. Happy to share more context when useful.

• outboundlinkedin8/4/2026, 2:02:59 PM

  Touching base on the MLOps Engineer · mid · axdemo #060 search. Happy to share more context when useful.

• inboundemail8/4/2026, 7:02:59 AMby Elle
  Feedback from the panel

  Touching base on the MLOps Engineer · mid · axdemo #060 search. Happy to share more context when useful.

• outboundphone8/4/2026, 12:02:59 AM

  Touching base on the MLOps Engineer · mid · axdemo #060 search. Happy to share more context when useful.