Machine Learning Researcher & Deep Learning Engineer • Edge AI Optimization • Scientific ML
Exploring Low latency Deep Learning with FPGA & GPU-accelerated ML -- evaluating accuracy, latency, and hardware resource trade-offs for real world deployment.
struct Nitesh {
string pronouns = "He/Him";
vector<string> languages = {
"Python", "C++", "MATLAB", "Java"
};
vector<string> researchInterests = {
"Deep Learning",
"Embedded Intelligence"
};
map<string, vector<string>> tools = {
{"Frameworks", {"PyTorch", "TensorFlow", "scikit-learn", "hls4ml"}},
{"Edge AI", {"TensorRT", "CUDA", "Jetson Xavier NX"}},
{"Robotics", {"ROS2", "PX4", "YOLOv8", "OpenCV"}},
{"Data Science", {"RAPIDS", "Pandas", "NumPy", "Matplotlib"}}
};
string currentFocus =
"Efficient ML models for constrained hardware";
string funFact =
"I think in tensors more than in sentences 😄";
};
int main() {
Nitesh nitesh;
return 0;
}
