Hi, I'm Syphax
AI/ML Engineer // Student
I'm a student with a keen interest in AI/ML engineering and research. I wish to contribute to core infrastructure, including implementing new designs for language models.
I’m driven by the desire to build things that make an impact. Currently diving into deep learning, NLP, and transformer architecture.
Core architectures and ML tooling I've built or collaborated on.
Developed and benchmarked a 109M parameter transformer architecture achieving 35.34 test perplexity.
An authentication verification model deployed live on Hugging Face Spaces for detecting synthetic media.
A custom CPU-optimized model-agnostic training framework built from scratch. Spearheaded its mathematics-centric language variant framework.
Activity trace for rkcode2025 (last 6 months)
AI/ML Intern & Engineer◎Manglan Labs
Worked collaboratively with a research group to design, research, and implement new small-sized model architectures.
Research papers and insights I am currently exploring.