C++ Software Developer LTE L1 at YADRO
Published:
4G eNodeB Development using AVX and C++ for real-time telecommunications components
Portfolio
This portfolio showcases my professional experience, research projects, and personal developments in AI, software engineering, and system architecture. Each project demonstrates different aspects of my technical expertise and problem-solving approach.
Professional Experience
ML Research Projects
Curriculum Learning Fine-Tuning for Mathematical Reasoning
Published:
Fine-tuning SmolLM2 and Phi-3 on GSM8K using complexity-based curriculum learning, achieving 1.37% accuracy improvement on difficult problems
ML Engineering Projects
VLM Compression: Optimization Techniques for Vision-Language Models
Published:
Implementing quantization and structural pruning for BLIP-2 and LLaVA, achieving 50% model size reduction with less than 2% accuracy loss
Lab Projects
Feature Selection Experimental Code
Published:
Collection of Unsupervised Feature Selection algorithms and experiments used in recent publications
BAGen: Automatic production and visualization of children songs
Published:
End-to-end generation of content for children with GUI and TUI support using Python and PyTorch