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  1. Super Data Science: ML & AI Podcast with Jon Krohn
  2. 952: How to Avoid Burnout and Get Promoted, with “The Fit Data Scientist” Penelope Lafeuille
952: How to Avoid Burnout and Get Promoted, with “The Fit Data Scientist” Penelope Lafeuille

952: How to Avoid Burnout and Get Promoted, with “The Fit Data Scientist” Penelope Lafeuille

Super Data Science: ML & AI Podcast with Jon Krohn · Dec 26, 2025

Beat data science burnout and get promoted. Learn tips on balancing fitness, nutrition, and rest for maximum productivity and career growth.

High-Achievers Risk 'Fitness Burnout' by Overtraining for Stress Relief

Ambitious professionals often apply a maximization mindset to fitness, leading to overtraining. This approach turns exercise, a tool meant for rejuvenation, into another source of fatigue. Instead of relieving stress, it compounds it, making them feel worn out rather than energized.

952: How to Avoid Burnout and Get Promoted, with “The Fit Data Scientist” Penelope Lafeuille thumbnail

952: How to Avoid Burnout and Get Promoted, with “The Fit Data Scientist” Penelope Lafeuille

Super Data Science: ML & AI Podcast with Jon Krohn·2 months ago

Use LLMs as a Psychological Nudge to Overcome Perfectionism

For non-native speakers or those with writer's block, LLMs like ChatGPT can serve as a tool to overcome the initial fear of imperfection. Rather than generating final content, they provide a starting point that lowers the psychological barrier, giving the writer a 'nudge to actually jump beyond the I'm scared of doing it'.

952: How to Avoid Burnout and Get Promoted, with “The Fit Data Scientist” Penelope Lafeuille thumbnail

952: How to Avoid Burnout and Get Promoted, with “The Fit Data Scientist” Penelope Lafeuille

Super Data Science: ML & AI Podcast with Jon Krohn·2 months ago

A 5-Minute 'Brain Dump' Before Bed Improves Sleep and Morning Focus

To combat a racing mind at night, spend five minutes writing down all thoughts and to-dos. This routine signals to your brain that it can 'forget' these items until morning, as they are safely recorded. It improves sleep quality and provides a clear, pre-made task list upon waking.

952: How to Avoid Burnout and Get Promoted, with “The Fit Data Scientist” Penelope Lafeuille thumbnail

952: How to Avoid Burnout and Get Promoted, with “The Fit Data Scientist” Penelope Lafeuille

Super Data Science: ML & AI Podcast with Jon Krohn·2 months ago

Choose Graduate Programs That Integrate Real-World Consulting to Build Your Portfolio

Columbia's Management Science and Engineering Master's program requires students to consult for real companies. This structure provides invaluable experience, builds a strong portfolio before graduation, and creates networking opportunities, giving graduates a significant advantage in the job market compared to theory-only programs.

952: How to Avoid Burnout and Get Promoted, with “The Fit Data Scientist” Penelope Lafeuille thumbnail

952: How to Avoid Burnout and Get Promoted, with “The Fit Data Scientist” Penelope Lafeuille

Super Data Science: ML & AI Podcast with Jon Krohn·2 months ago

Time Carb Intake Around Workouts to Avoid Mid-Day Energy Crashes

To maintain stable energy for deep work, consume most carbohydrates (rice, potatoes, fruit) primarily before, during, or after workouts. This strategy allows the body to absorb the carbs effectively for fuel and recovery without causing the large glucose spikes that lead to sluggishness and napping during work sessions.

952: How to Avoid Burnout and Get Promoted, with “The Fit Data Scientist” Penelope Lafeuille thumbnail

952: How to Avoid Burnout and Get Promoted, with “The Fit Data Scientist” Penelope Lafeuille

Super Data Science: ML & AI Podcast with Jon Krohn·2 months ago

Burnout Stems from Career Misalignment, Not Just Overwork

Data scientist Penelope Lafeuille's burnout wasn't solely from long hours, but from a major disconnect between her daily work in finance and her long-term career goal in life sciences. This misalignment created a lack of purpose that overwork simply exacerbated, prompting a career change as the true solution.

952: How to Avoid Burnout and Get Promoted, with “The Fit Data Scientist” Penelope Lafeuille thumbnail

952: How to Avoid Burnout and Get Promoted, with “The Fit Data Scientist” Penelope Lafeuille

Super Data Science: ML & AI Podcast with Jon Krohn·2 months ago