

Timothy Cheng
5.4K posts

@twittimc
Orthopaedic surgeon with a passion for functional fitness. Speaks his mind.



What's the best Tennis Interview clip ever ?

When 5,000 positions are offered but only 529 are filled, this is not a recruitment problem — it is a system failure. Years of : • unclear pathways, • contract uncertainty, • opaque promotion criteria • limited advancement opportunities, • normalized overwork in an understaffed system have pushed doctors away. We know the solutions. What’s missing is the will to act. #PublicHealthcare #Malaysia thestar.com.my/news/nation/20…





I personally have never been a fan of traffic cam feeds, compared to a precise ETA forecast based on good data. However, many people like verifying data with real ground observations—so I wanted to try to do something with the traffic camera feeds from Lembaga Lebuhraya Malaysia (LLM). Although the screenshot of traffic cams looks cool, if you actually look closely, the way LLM presents the pictures is almost IMPOSSIBLE to decipher. There are 5 main problems: 1) Flip-flopping: They mix cameras facing north and facing south, so users might actually be looking at the wrong side of the road without realising. 2) Info overload: They show lots of cameras which are actually close together in real life, just adding noise without any signal. For example, they have 7 cameras from the Menora tunnel in Perak—but just 1 would suffice! 3) Poor arrangement: The cameras aren’t perfectly ordered as you would see them along the road, so it’s hard to stitch a route in your head. The small labels make it even worse—need to squint if you want to figure it out (if you even can). 4) Irrelevant pics: Some images are not meaningful, e.g. the ones at rest stops don’t tell you anything about traffic. In short, more noise. 5) Broken feeds: Some cameras are offline, but they don’t remove the image, so a stale image is shown (note the daytime pic from Sungai Buloh when everything else is night). All of this makes the LLM user interface (as well as all the 3rd-party apps which just scrape the images and dump them on users) super difficult to use, imo. But, this problem can be solved with some data hygiene...









