Anakha V B
Research Scientist | Machine Learning & Edge AI | FPGA & Hardware Acceleration | TensorRT • PyTorch • VHDL
- Role
- Electronic and Algorithmic Researcher at KLA
- Location
- Edison, NJ, US
- LinkedIn followers
- 500 followers
About Anakha V B
I am a Research Scientist and Engineer specializing in the bridge between advanced Machine Learning and high-performance hardware. With a Ph.D. in Electrical Engineering and 5+ years of experience, my focus is on making AI \"leaner and faster\" for real-world deployment.Currently, at KLA, I focus on optimizing neural networks for FPGA and Edge platforms. My background spans the full stack of AI deployment—from designing Variational Autoencoders (VAEs) and self-supervised models to deep-level hardware debugging on Ultrascale+ FPGAs.My Core Expertise:Edge AI & Hardware Acceleration: Deploying real-time models on NVIDIA Jetson (Orin/Xavier), FPGA, and EdgeTPU.Optimization: Expertise in quantization strategies (Brevitas, FINN), pruning, and neural network compression.Scientific Imaging: Award-winning work in automating real-time ptychographic reconstructions and sensor calibration
Experience
Electronic and Algorithmic Researcher
Feb 2023 — Present · Edison, NJ, US
Education
Government Engineering College, Barton Hill, Thiruvananthapuram
Bachelor's degree, Electrical, Electronics and Communications Engineering
2006 — 2010
New Jersey Institute of Technology
Doctor of Philosophy - PhD, Electrical Engineering
2016 — 2020
Indian Institute of Technology, Bombay
Masters of Technology, Microelectronics & VLSI Design
2013 — 2016
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