Okay, so I decided to dive into making predictions for the ATP Geneva tournament. It sounded like a fun challenge, and honestly, I was curious to see if I could actually predict anything accurately.

Getting Started
First, I needed data. Lots of it. I started digging around for historical match results, player stats, head-to-head records, everything I could get my hands on. It was a bit overwhelming at first, to be honest. There’s so much information out there!
I spent a good chunk of time just organizing everything. I put it all into a big spreadsheet – player names, rankings, win/loss ratios, surface preferences (clay, in this case), recent performance, you name it. It looked like a giant mess at first, but slowly, it started to make sense.
Analyzing the Data
Once I had all the data in one place, I started looking for patterns. Who plays well on clay? Who’s been on a hot streak lately? Who tends to choke under pressure? These were the kinds of questions I was asking myself.
I compared players head-to-head. Some matchups are surprisingly one-sided, even if the players are similarly ranked. That was interesting to see.
Making Predictions (and Doubting Myself)
Then came the hard part: actually making predictions. I started with the first-round matches, trying to pick winners based on everything I’d learned. It felt like a guessing game at times, but I tried to be as logical as possible.

- For example, I have seen that Player A have a great performace in the past few weeks.
- But, Player B’s state is not good.
- So I think Player A will have a high possibility to beat Player B.
I kept going, round by round, trying to predict the entire tournament. The further I went, the more uncertain I felt. There are just so many variables!
The Results (So Far)
I made my self all my predictiones, and waited for the results.
Honestly, it’s a mixed bag. Some of my predictions were spot-on. Others were way off. It’s definitely humbling, but also kind of exciting. I’m learning a lot through this process, even if I’m not exactly a tennis prediction wizard.
It’s definitely a work in progress. I’m going to keep refining my approach, looking for ways to improve my accuracy. Maybe I’ll even try a different tournament next time!