Vivek Agrawal

Background

About Vivek Agrawal

I am a technology-driven engineer with nearly 17 years of experience in architecting, developing, and delivering scalable, high-performance software products across diverse domains—including networking, security, EDA, timing analysis in the FPGA industry, and currently, AI/ML systems.With a strong command over C++, C, and Python, I specialize in algorithmic problem solving, performance optimization, and end-to-end solution delivery. My recent work includes optimizing inferencing pipelines for LLMs and text-to-image generation models.I’ve also led and contributed to application-level projects using machine learning algorithms like Linear Regression, Random Forest, and K-Nearest Neighbors (KNN), along with LLM-based intelligent solutions.Core Strengths: Systems-level thinking and debugging Analytical problem solving Full-stack performance tuning (CPU/GPU/threading) Deep expertise in DS & AlgorithmsTools & Libraries:llama_index, vector_store, vllm, ollama, gdb, perforce, boost, OpenMP, STL, numpy, pandas, and more.I’m always curious to push the boundaries of what’s possible with emerging technologies—whether it’s large-scale AI models or low-level systems engineering.Let’s connect if you're passionate about systems, AI, or solving hard technical problems.