About Me

Hi! I’m Aditya Kurniawan. I work on cutting-edge Natural Language Processing and Machine Learning research and applications. Currently, I’m building agentic LLM systems for the investment domain.

§What I Do

I specialize in:

• Natural Language Processing - Building and deploying language models for real-world applications
• Agentic AI Systems - Developing intelligent LLM-powered agents for complex investment workflows and decision-making
• Machine Learning Research - Exploring new approaches to text understanding and generation
• Technical Leadership - Bridging the gap between research and production systems
• Quantitative Finance - Currently diving deep into algorithmic trading and high-frequency trading (HFT) systems using low-level languages like C++

§Current Learning

I’m currently expanding into quantitative finance, with a particular focus on:

• Algorithmic Trading Systems - Designing and implementing automated trading strategies
• High-Frequency Trading (HFT) - Building ultra-low latency trading systems
• C++ for Finance - Leveraging low-level programming for performance-critical financial applications
• Market Microstructure - Understanding how markets operate at the microsecond level

This journey combines my background in ML with the fascinating world of financial markets and systems programming.

§This Blog

Here, I share insights about:

• GPU and CPU performance work — profiling, benchmarking, and the traps in both
• Quantitative finance, from market data analysis to system design
• Technical deep-dives into NLP and ML
• Building agentic LLM systems for investment and finance
• Low-level programming in C++ and CUDA
• Lessons learned in industry AI development
• Career growth and personal development

§Let’s Connect

I’m always excited to discuss NLP, agentic AI systems, machine learning, quantitative finance, algorithmic trading, or career growth. Feel free to reach out!

• Email: akurniawan.cs@gmail.com
• GitHub: akurniawan
• LinkedIn: akurniawan25

Thanks for visiting my corner of the internet!