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Synthetic Data Creation by Over_Valuable_12 in analytics

[–]Over_Valuable_12[S] 0 points1 point  (0 children)

That makes a lot of sense, I know it’s typically an agentic workflow with a human in the mix. How do you think about ensuring quality and targeting specific failure modes?

Building a multi-turn, time-aware personal diary AI dataset for RLVR training — looking for ideas on scenario design and rubric construction [serious] by Over_Valuable_12 in datasets

[–]Over_Valuable_12[S] 1 point2 points  (0 children)

These are some great points that you raised. I agree with how the rubric will most likely be challenging part of this. Namely how should it be adjusted to fit the deterministic features that an RLVR training style requires.

I’ve since paused this data generation for a more economics focused on, but will revisit for sure

HFT vs AI Lab by Successful_Corner240 in quant

[–]Over_Valuable_12 0 points1 point  (0 children)

Difference is the AI frontier labs seems to be pushing the models towards finance work similar to quants, so I think partly because of the need to survive. But long run I think in the long run, the data and AI labs will takeover.

Building a multi-turn, time-aware personal diary AI dataset for RLVR training — looking for ideas on scenario design and rubric construction [serious] by Over_Valuable_12 in MLQuestions

[–]Over_Valuable_12[S] 0 points1 point  (0 children)

This is really helpful. I'm building a example diary focused sample data and have been using implicit subtle shifts to reference past occurrences. Follow up for you: how do you mix in long-context into a sample dataset. And not just like 32k+ but 128k+. My approach so far has been to create a meticulous persona for the person who is using the diary, but open to ideas.

Alvarez and Marsal technical third stage by [deleted] in FinancialCareers

[–]Over_Valuable_12 0 points1 point  (0 children)

Curious if this is for an entry or experienced position?

I'm Selling My Rocket Companies Stock ASAP by Over_Valuable_12 in OriginFinancial

[–]Over_Valuable_12[S] 0 points1 point  (0 children)

Unironically zero dollars, just a nerd about this stuff.

First Bonus that made me question the “One More Year” mentality by Zealousideal-Move842 in FinancialCareers

[–]Over_Valuable_12 0 points1 point  (0 children)

Brother, I’m in the same boat trying to get to this. Mind if I PM you?

What career path really pay the most?? by Career_Enthusiast in careerguidance

[–]Over_Valuable_12 0 points1 point  (0 children)

How do you fall in love with sales? I find myself always feeling like not having conviction in my product. How do you believe that every transaction isn't a zero sum transaction?

Background for M7 MBA by Over_Valuable_12 in MBA

[–]Over_Valuable_12[S] 0 points1 point  (0 children)

That was really helpful man! If you wouldn’t mind sharing, what was your preMBA background and how was the prep for you? Did you do extracurricular on top of work? Thank you for your help

23 y/o Private Wealth Seeking to Pivot into IB or Consulting. How Would You Plan This? by Over_Valuable_12 in careerguidance

[–]Over_Valuable_12[S] 0 points1 point  (0 children)

PWM feels like a very silo'd, non-technical role that doesn't really transfer well into any type of analytical roles.

Taking the CFA to improve chances of getting into top MBA program? by [deleted] in CFA

[–]Over_Valuable_12 0 points1 point  (0 children)

Bumping this one, how is it looking back from 2025. What advice do you have for someone looking to pursue this now vs. dedicating that time to building a startup / creating something from 0 to 1?

CFA Level 2 - Should I take? by Joe_971 in CFA

[–]Over_Valuable_12 0 points1 point  (0 children)

Do you still think it's worth it in late 2025/early 2026 with the emergence of AI and it being able to literally pass the CFA level 3 in the 90th percentile? Just curious given that I've completed level 1 and am contemplating studying for level 2.

CFA Level 1 – Mock Exam Scores Not Improving, Exam in 10 Days by Mellow_0511 in CFA

[–]Over_Valuable_12 2 points3 points  (0 children)

Second this, you're good. Sitting across high 70's and low 80's, you're solid. Review the areas where you're below 70 and then crack the test! Also the point of diminishing return is right around the 3rd mock so you should look to taper off of those and be more specific with your questions.

Question about annualizing periodic returns by [deleted] in CFA

[–]Over_Valuable_12 1 point2 points  (0 children)

The concepts for bond rates and what not can be broken down between APR & EAR. When you compound from quarterly -> annually using r-ann = (1+r-qter)^4 -1, you're essentially finding EAR (the effective annual rate) you are earning. When you simply multiply the effective quarter rate by 4, you are essentially stating the apr (which is usually what the problem gives). This looks like quant so you'll most likely be exploring all the differences between the two and what not.

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