Navneet Anand Sah

Hello Everybody, I am

Navneet Anand Sah

I am an ECE graduate from IIIT-Delhi. I have worked in the startup ecosystem on various technologies including AR/VR, Low power embedded sytems, Sensors and Digital Image and Signal processing. Currently I am working on hardware accelerators for AI, and Embedded circuits. I like building new stuff and work with other peoples. My main areas of interest are:

IoT devices & Edge Computing
Embedded Circuits
Neural networks and hardware deployment
Hardware accelerators

My SKills

I have been working on

Hardware

Worked on

Energy Harvesting Systems
Edge Implementation
Microcontrollers and Sensors
GPU and FPGA Accelerators
Battery Management Systems

Tools

Programming Languages - Python, JAVA, C++
LabView, MATLAB, Ni-Daq
CAD/Simulation Softwares - Eagle, Inventor, LTSpice
Cloud - AWS, GCP, Azure

Artificial Intelligence

Hardware accelerators for:

Recurrent Neural Network - Decryption using LSTM implemented on CPU and FPGA
Convolution Neural Network - Implemented VGG16 and RESNET-50 on GPU using OpenCL

Projects

These are few of the projects that I have worked on

Hardware acceleration of Neural Networks

Using OpenCL framework we built a CNN(Convolutional Neural Network) and RNN(Recurrent Neural Network) to run on heterogenous environments such as CPUs, GPUs and FPGAs.

Energy Harvesting using thermal enegry

Designed a Energy harvesting prototype that uses TEG(Thermo-Electric Generator) to convert the temperature gradient across two surfaces, this harvested energy was then use to power a microcontroller that sends data using BLE.

Human recognition using Drones

Made a Yolo v3 based human recognition system that can detect human motion in an area using a camera and raspberry pi that were mounted on a drones. This has various applications in surveillance and crowd management.