Blog & Field Notes

Thoughts on ultrafast physics, career transitions, and building things that work

About This Blog

I write about the intersection of fundamental physics, emerging technology, and career development. I'm actively working through this as a postdoctoral researcher transitioning to industry roles in data science and technical project management.

What you'll find here:

  • •Practical insights from ultrafast laser laboratories
  • •Career transition strategies (specifically for physicists → industry)
  • •Data science and AI applications in research
  • •Technology trends analysis from a scientist's perspective
  • •Honest reflections on navigating German job markets

Publishing cadence: Thoughtful, practical posts roughly once a month. Quality over quantity—each post aims to solve real problems.

Dr. Deepak K. Pandey at DESY Beamtime in Hamburg

Beamtime at DESY, Hamburg

Beyond the Lab

I have completed three half-marathons and am currently training for the fourth. Long-distance running demands the same kind of sustained effort and mental discipline that experimental research requires.

Whether reassembling a complex vacuum system over several weeks, iterating on automation code until it runs reliably, or pushing through the final kilometers of a long run, the approach is similar. Break the challenge into manageable steps, stay focused, and keep moving forward even when progress feels slow.

This mindset, built through both running and years in the lab, helps me tackle technical problems with patience and determination.

Half-marathon finishing with medal

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  • •New blog posts on physics, data science, AI tools, and career transitions
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All Posts

AI Revolution: Leveraging Artificial Intelligence for Global Career Opportunities

AI Revolution: Leveraging Artificial Intelligence for Global Career Opportunities

15 November 2025•12 min read

As a physicist transitioning from ultrafast spectroscopy research to industry roles in data science, I explore how AI is reshaping careers for researchers in 2025.

AICareer StrategyPhysics TransitionData ScienceDACH Job Market
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Quantum Computing: Where We Are and the Revolutionary Future Ahead

Quantum Computing: Where We Are and the Revolutionary Future Ahead

26 December 2025•15 min read

As a physicist working with femtosecond lasers and spectroscopic datasets, I explore where quantum computing stands in late 2025.

QuantumTechnologyFutureResearch
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Understanding Ultrafast Spectroscopy: A Complete Guide for Researchers and Students

Understanding Ultrafast Spectroscopy: A Complete Guide for Researchers and Students

18 October 2025•8 min read

A practical guide to ultrafast spectroscopy from years of hands-on experience with Ti:Sapphire systems and PEPICO detection in Kassel.

Ultrafast SpectroscopyResearch MethodsPhysicsLaser Technology
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From Research Lab to Industry: A Physicist's Guide to Career Transition

From Research Lab to Industry: A Physicist's Guide to Career Transition

30 October 2025•10 min read

A physicist's honest account of transitioning from academic research to data science and industry roles in the DACH region.

Career TransitionAcademia to IndustryPhysics PhD CareersData Science TransitionResearch Skills
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How Advanced Spectroscopy is Revolutionizing Modern Technology: From Smartphones to Solar Cells

How Advanced Spectroscopy is Revolutionizing Modern Technology: From Smartphones to Solar Cells

15 November 2025•9 min read

How spectroscopic methods quietly underpin modern technology, from smartphones to solar cells and pharmaceuticals.

Advanced SpectroscopyTechnology ApplicationsIndustrial SpectroscopyMaterials CharacterizationQuality Control
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Technology Trends Transforming 2025: The Year of Quantum Breakthroughs and Autonomous Intelligence

Technology Trends Transforming 2025: The Year of Quantum Breakthroughs and Autonomous Intelligence

30 November 2025•14 min read

2025 has emerged as a pivotal year in technological evolution, marked by the United Nations' designation as the International Year of Quantum Science and Technology and unprecedented advances in autonomous systems.

Technology Trends 2025Quantum ComputingAgentic AIAutonomous SystemsSpatial ComputingSustainable Energy5G NetworksBiotechnologyCybersecurity
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The Data Science Revolution of 2025-2026: 8 Game-Changing Trends Reshaping Analytics

The Data Science Revolution of 2025-2026: 8 Game-Changing Trends Reshaping Analytics

15 December 2025•12 min read

The data science landscape is experiencing its most transformative period since the emergence of big data. As we progress through 2025, revolutionary technologies are converging to create unprecedented opportunities in analytics, machine learning, and artificial intelligence.

Data Science Trends 2025Agentic AIMultimodal Machine LearningAutoMLQuantum Machine LearningCloud-Native AnalyticsResponsible AIEdge Computing
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Topics I Cover

Research & Science

  • •Ultrafast spectroscopy and laser systems
  • •Computational chemistry and data analysis
  • •Laboratory automation and workflows

Career & Professional

  • •Academia to industry transition (German market focus)
  • •Research skills translation to business context
  • •Portfolio building for technical roles

Technology & Trends

  • •AI and machine learning applications
  • •Quantum computing developments
  • •Data science methodologies

Based in: Kassel, Germany

Currently: Writing between experiments, job applications, and adapting to German winters while exploring the country's rich culture and history