Varatheepan - Overview

πŸ‘‹ Hi, I'm Varatheepan Paramanayakam

πŸŽ“ Ph.D. Student in Electrical & Computer Engineering
πŸ“ Southern Illinois University Carbondale, USA
πŸ’‘ Working at the intersection of Machine Learning, Embedded Systems, and Digital Design


πŸš€ About Me

I’m passionate about bridging the gap between AI algorithms and efficient hardware implementation.
My journey began with developing embedded IoT solutions and evolved into machine learning model design, optimization, and hardware-aware deployment.

  • πŸ’» Experience with Agentic AI, Multi-DNN Workload Optimization, ML pipelines, embedded firmware, and FPGA-based digital design
  • πŸ” Always exploring how software and hardware co-design can make ML more efficient and adaptable

πŸ› οΈ Tech Stack

Python C++ Verilog MATLAB Docker Flask PyTorch TensorFlow Keras PaddlePaddle ONNX Vivado Altium STM32 Linux Windows


🌐 Connect with Me


⭐ β€œExploring intelligent systems that learn and operate efficiently across scales β€” from edge devices to large language models.”