Blogs

Blogs

Welcome to my blog section where I share insights, experiences, and thoughts on technology, AI, research, and personal growth.

Recent Posts

My Journey into Explainable AI: Bridging the Gap Between Performance and Interpretability

January 15, 2025

Exploring the challenges and opportunities in making AI systems more interpretable while maintaining high performance. I share insights from my research and practical applications at Volkswagen IT, covering counterfactual explanations, attention mechanisms, and the connection between fairness and interpretability.

Tags: AI, Machine Learning, Explainable AI, Research

Upcoming Topics

I’m currently working on posts about:

LORA-based LLM Optimization: Techniques for efficient fine-tuning and their impact on model interpretability
Symbolic Reasoning in Modern AI: Bridging classical AI approaches with deep learning
Fairness Evaluation Frameworks: Practical approaches to measuring and improving AI fairness
Academic to Industry Transition: Lessons learned from research to real-world applications
Technology Reviews: Tools, frameworks, and technologies I’m exploring

Stay tuned for regular updates and engaging content!

Categories

Technical Posts - Deep dives into AI/ML topics, coding tutorials, and software engineering insights

Research Insights - Academic experiences, paper summaries, and research methodologies

Career Journey - Professional experiences, interview tips, and career development advice

Personal Reflections - Life lessons, growth mindset, and balancing academics with personal interests