Dāvis Kundziņš - Casino Analyst at SpinAudit

Dāvis Kundziņš

Casino Analyst and Welcome Bonus Tester at SpinAudit

Job Title: Casino Analyst and Welcome Bonus Tester

Experience: Testing online casinos since 2025

Background: Data analysis and research methodology

Focus: How welcome bonuses work, how much you have to bet, how RTP works during bonus play, how to verify your account, and how reliable payouts are

Follow on X Follow my casino testing updates on X

Connect on LinkedIn Connect with me on LinkedIn

About Dāvis

From year 2025 I began exploring what online casinos are and what makes them interesting. I am Dāvis Kundziņš. What really made me look into this world was not so much bright screens or the giant wins but more about a common question that many gamblers ask themselves at some time: why are some bonuses almost not possible to finish up, even when rules look clear?

That curiosity made me go on a way where I actually tested casino bonuses as a standard player normally does. I sign up using my usual email address, I put in my own cash, work through the wagering requirements and observe what truly takes place when you try making a withdrawal. Later on, it became more organized. In SpinAudit, my main task is checking welcome bonuses because people misunderstand these bonuses a lot in the online gaming community.

Bonuses appear easy to use if you look quickly. But really, small things like the wagering requirement rules, how high you can bet, which games are allowed and the RTP behavior may actually change your results completely. My main role is finding these details before you make a deposit yourself.

The Way I Analyze Welcome Bonuses in Real World

Each time I do bonus test, I make a normal player account. There are no special permissions, not using test accounts, not getting any inside information from casinos either. This is just myself, my deposit, plus the bonus which is promoted on their casino website.

SpinAudit does not offer gambling games and all checks are independent of casino operators at all times.

This is what that process usually includes:

  • Getting the welcome bonus under what the casino presents to everyone
  • Meeting the playthrough or wagering as per the written instructions
  • Watching how my gambling balance changes and if the slot machines seem "standard" or not
  • Writing down rules and limits that pop up while I play
  • Supplying documents for personal ID when required
  • Trying to make a withdrawal to see what the actual casino does

This method of checking shows real-life issues you do not get only by looking at rules. Many rules really matter only once you are mostly done with the wagering. Some waiting periods are visible only when you press on "withdraw." That is when there is a visible difference in casinos. You can read about our full testing method

RTP, Bonus Calculating, and Why Numbers Mean a Lot

I dedicate a lot of my energy looking at RTP and chance, and most of this is during bonus part of playing. Because I know about mathematics, that makes it possible for me to explore deeper than just what RTP percent is written there and instead see it as expected values, variance, and what most players can achieve in reality.

I do not think RTP is a sure result - short period outcomes can be very up or down - but I always pay attention to how it happens over sessions. When wager requirements, bonus values, maximum betting and the volatility of slots are mixed together, the mathematical situation can move quickly. My purpose is to break down these changes for people so that they understand even if math is not easy for them.

That is why we always keep slot RTP rates in a database and match real testing numbers with what the theory tells us, and we do it frequently. Numbers are only valuable when you realize their meaning.

Updating Reviews and Articles

In online casino industry, things are never quite the same. Bonuses might change, payment types might get removed, and new steps for verification appear. I do not finish a review and think it is over, in my opinion, because circumstances can alter.

If anything different is noticed - either new bonus requirements, faster or slower payouts, or casinos behaving differently - we edit the content so that what you read shows how current situation truly is. This keeps the site trustworthy while reducing the difference between reading an article and what you experience as a user.

Background and Perspective

My background in data analysis and research methodology shapes how I approach casino testing. Understanding statistical patterns, probability distributions, and data-driven decision making allows me to evaluate bonus mechanics beyond surface-level marketing claims.

This analytical approach means I can test bonuses systematically, tracking results across multiple sessions to identify patterns in bonus behavior, wagering progression, and withdrawal processing. Rather than relying on impressions, I document actual numbers - spin counts, balance changes, time stamps - to show what happens during real bonus play.

My Writing Focus

My content covers meaningful subjects for typical online gamblers such as:

  • Details about how welcome bonuses behave when you really try meeting wagering
  • What bonus conditions end up having the most serious dangers
  • The influence that RTP and how often wins happen has on wager conditions
  • KYC checks and withdrawals that happen only after you win something
  • Both first reactions and if things stay reliable later

I aim to say things in a way that is not complicated and do not fill my text with marketing talk. If something is confusing, I am honest about it. If there's truly a good bonus, you will see my reasons for it.

Casino Reviews I've Completed

Welcome Bonus Testing Guides

Testing Methodology & Resources

Learn more about responsible gambling practices and player protection resources.

Last Ideas

Every review at SpinAudit has one important principle: check the real thing first, then make the information easy. If I claim that a bonus is tough, I did it myself. If I warn about a problem, that is because I found it while checking for real, not to simply sound interesting.

Gambling on internet is risky every single time, bonuses will not remove that risk. What can change is the way the experience is understandable or hard to guess. I wish to give you details so you know about the differences before you pay in money.

- Dāvis Kundziņš
Casino Specialist and Welcome Bonus Examiner, SpinAudit

Dāvis Kundziņš - SpinAudit

Dāvis Kundziņš

Casino Analyst and Welcome Bonus Tester

Since 2025, Dāvis Kundziņš has been dealing with testing online casino bonuses, mainly interested in welcome bonus checking, how wagering works, RTP changing, and withdrawal success. He mainly writes about his real-money test stories to give advice for players about the bonus meaning and to show habits that make you find yourself with problem gambling.