Senior AI/ML Software Engineer specializing in distributed AI infrastructure, high-performance computing, and systems optimization for machine learning workloads. I bridge the gap between low-level systems engineering and cutting-edge AI/ML platforms, building scalable infrastructure that powers next-generation AI applications.
Additionally my experience also spans cloud, security, networking, performance engineering, virtualization and hardware technologies, providing a comprehensive systems foundation for architecting robust and performance-optimized AI/ML infrastructure.
- Distributed AI Infrastructure: Building scalable inference systems with vLLM and Ray
- CUDA Development: Linux and CUDA support integration for AI platforms
- CI/CD for AI/ML: Automated build, testing, and packaging pipelines for ML frameworks
- Performance Optimization: GPU acceleration and distributed computing for ML workloads
- AI/ML Infrastructure: Nexus, CUDA, vLLM, Ray
- Performance Engineering: Latency optimization, kernel bypass, profiling, systems tuning
- Cloud & Infrastructure: AWS architecture, containerization, Terraform, CI/CD automation
- High-Performance Networking: DPDK, VPP, RDMA, network stack optimization, kernel bypass, sub-microsecond latency systems
- Low-Level Systems: Kernel development (Linux/FreeBSD), device drivers, memory optimization, NVIDIA
- Security Engineering: Reverse engineering, vulnerability research, exploit development, secure architecture
Languages : C/C++, Python, Assembly (x86/ARM), Java, Bash
AI/GPU : CUDA
AI/ML Platforms : vLLM, Ray, TensorFlow, PyTorch
Systems : Linux, FreeBSD, NVIDIA, DPDK, eBPF
Networking : TCP/IP Stack, RDMA
Cloud & DevOps : AWS, Docker, Kubernetes, Terraform, GitHub Actions, Jenkins
Performance : Perf, Valgrind, NVIDIA Nsight, Flamegraph, GPU profiling
Security : IDA Pro, Ghidra, Penetration Testing, Secure ML pipelines
Data Engineering : Apache Airflow, Spark, Pandas
- AWS Certified Solutions Architect Associate (2025)
- AWS Certified SysOps Administrator Associate (2025)
- AWS Certified Cloud Practitioner (2025)