Experienced Computer Vision and ML/DL Engineer working as an Associate Solution Architect with an interest in applied AI and software development, offering several years of expertise in research and product development. I love working with and contributing to open source projects. Professional experience in researching and implementing optimized deployment solutions for various target platforms. Proven experience in deploying solutions to various hardware specific chipset's including Intel, NVIDIA boards(Jetson), ARM boards(Raspberry-Pi) and Android NDK's.
class Swap(Minimalist):
def __init__(self):
self.professional_status = {
"role" : "Associate AI Solution Architect",
"company" : "Vicon-Security LLC",
}
self.degree_status = {
"level" : "BE",
"subject" : "Computer Science",
"institution" : "SGB University",
}
self.languages = ["python", "java", "C/C++"]
self.py_datasci_stack = ["opencv", "numpy", "scikit-learn", "keras", "pytorch"]
self.tools = ["dvc", "git", "android-studio", "vs-code"]
def main(self):
if not self:
self = self.__init__()|
My Specializations & Expertise
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⚡:1st_place_medal: Deployment Releases
- AI developement evolution & AI/NN End-to-end Pipeline. ✔️🥇
- Resposnible for design & implementation of ML workflow pipeline using DVC+Git. ✔️🥇
- S.O.T.A TensorRT Release for full-body Gender Classification UseCase - (08/12/2022). ✔️🥇
- TensorRT Release for full-body Gender Classification based on ResNet-IBN-18-a Architecture - (21/11/2022). ✔️🥇
- TensorRT Release for Person ReID UseCase based on ResNet-IBN-18-a Architecture - (21/03/2022). ✔️🥇
⚡:1st_place_medal: Research Releases
- Multi Attribute Recognition Release based on DeepM.A.R & Weakly Supervised Implementation - (07/07/2021). ✔️🥇
- Multi Attribute Recognition Release based on IBN-Net architecture for Person & Vehicle UseCase - (07/12/2021). ✔️🥇
- Traffic Light Classification & Blinking State Detection Release - (25/12/2021). ✔️🥇
- Person Re-ID Release based on Resnet-IBN-Net-18-a architecture for Person UseCase - (01/03/2022). ✔️🥇
- Gender Classification Release based on GenNet architecture for Person UseCase - (28/05/2022). ✔️🥇
- Concurrent Gender Classification & Person ReID Release based on IBN-Net Architecture - (05/9/2022). ✔️🥇
