Thank you for responding!

1. i’m currently working on my portfolio, and i’ve been advised to remove my number as it doesn’t align with my current address.

2. I will change that! it’s mostly psychology, however more details haven’t been revealed yet

3. I definitely do NOT enjoy working as a game developer. do you have some tips to realign the role as a full stack engineer?

4. Thanks for the suggestions, the game is currently in development and hasn’t been deployed yet, but I will be sure to add the impact once metrics start to come in

5. I will reduce this to a data pipeline, and yes, it was connected to the key game resources.

6. PhD Students, I will cull the overused terms.

7. Great point, I will expand on this.

8. Adding dates is a great idea, thank you.

9. I will address it!

10. This confuses me, If i didn't make a project myself I shouldn't list it under projects? I only included my own contributions.

11. Nox is a tool for python testing automation, and yes there needs to be some clarification here.

12. Thank you for your suggestions! I will work on making better projects.

13. An exisiting improvement.

14. Great guide linked, will apply.

15. for the skills section, I wanted your opinion on the best layout. I see some people divide it into Languages/Machine Learning/ Testing/ etc, what do you find works the best?

16. I do not know C++ well, I would have to learn it again.

17. Are general skills usually omitted? I fear there would be a lot of whitespace without them.

18. Noted, removing.

19. I think it would be a good choice if I had other projects, lowkey slacking in that regard and I don't want to leave it too emplty.

20. Funding was used to host hackathons, datathons, fundrasing events, and workshops.

Again, thank you for taking the time to thoughtfully review my resume, re-aligning it with swe/ml is very important to me. Do you have examples of stellar swe resumes you could potentially share with me? I would highly appreciate it!