1. Computer Vision: Harnessing the power of visual data to enhance decision-making processes and automate tasks.2. Generative AI: Developing advanced models such as Large Language Models, Chatbots, and Image Generation systems to create intelligent and interactive solutions.3. Data Analytics: Utilizing data-driven insights to optimize business operations and drive growth.4. Predictive Analytics: Leveraging predictive modeling to forecast trends and make informed decisions.5… Show more 1. Computer Vision: Harnessing the power of visual data to enhance decision-making processes and automate tasks.2. Generative AI: Developing advanced models such as Large Language Models, Chatbots, and Image Generation systems to create intelligent and interactive solutions.3. Data Analytics: Utilizing data-driven insights to optimize business operations and drive growth.4. Predictive Analytics: Leveraging predictive modeling to forecast trends and make informed decisions.5. Business Analytics and Automation: Streamlining processes and enhancing efficiency through data-driven automation and analytics. Show less

Key Skills: AI Model Optimization, TensorRT, Triton Inference Server, Model Ensemble, ONNX Runtime, DALI, Low Bandwidth Video Analytics, Intel RealSense, 3D Point Clouds, LiDAR, Background Subtraction, IPC, Win32 APIOptimizing AI Models for Peak Performance:Leveraging my expertise in TensorRT, I specialize in fine-tuning AI models for optimal efficiency. Proficient in NVIDIA Triton Inference Server, I excel in Hybrid Inference and Model Ensemble strategies, combining TensorRT with… Show more Key Skills: AI Model Optimization, TensorRT, Triton Inference Server, Model Ensemble, ONNX Runtime, DALI, Low Bandwidth Video Analytics, Intel RealSense, 3D Point Clouds, LiDAR, Background Subtraction, IPC, Win32 APIOptimizing AI Models for Peak Performance:Leveraging my expertise in TensorRT, I specialize in fine-tuning AI models for optimal efficiency. Proficient in NVIDIA Triton Inference Server, I excel in Hybrid Inference and Model Ensemble strategies, combining TensorRT with ONNX Runtime for cutting-edge results.Innovative Solutions for Video Analytics on Jetson Platform:Pioneering low-bandwidth, low-storage video analytics on the Jetson platform, I harness the power of Intel RealSense Depth cameras and 3D point cloud data. My proficiency extends to Ouster LiDAR for 3D point clouds, ensuring comprehensive solutions for diverse applications.Technical Mastery in Data Loading and Preprocessing:Commanding the DALI (Data Loading and Preprocessing) framework by NVIDIA, I streamline data handling processes, enhancing overall model efficiency.Diverse Expertise in Background Subtraction Models:Adept at developing background subtraction models, I create solutions that enhance object detection accuracy and optimize model performance.Interprocess Communication Maestro:Demonstrating proficiency in IPC using Shared Memory and Win32 Events, I navigate the Win32 API seamlessly to facilitate efficient communication between processes.Experienced in optimizing port operations for the world's largest shipping company, specializing in container-level simulation. Proficient in RTG simulation, implementing routing algorithms, and managing crane scheduling. Utilized powerful libraries such as NetworkX, SimPy, Pandas, Matplotlib, and Numpy to enhance efficiency and streamline port processes. #PortOptimization Elevate Your AI Game:Ready to elevate your AI projects with a seasoned professional? Let's connect and explore the possibilities! Show less

Created an advanced video analytics app on the NVIDIA Jetson Platform for traffic monitoring using Deepstream SDK and Tensor RT on AGX Xavier and Nano. Deployed a state-of-the-art YoloV3 model to improve accuracy and efficiency. Took charge of a crucial project for end users, focusing on object detection in remote areas. Built a Cloud pipeline for data preprocessing, model training, testing, and conversion to DLC, all optimized for low-power Qualcomm Platforms with Yolov5.Led… Show more Created an advanced video analytics app on the NVIDIA Jetson Platform for traffic monitoring using Deepstream SDK and Tensor RT on AGX Xavier and Nano. Deployed a state-of-the-art YoloV3 model to improve accuracy and efficiency. Took charge of a crucial project for end users, focusing on object detection in remote areas. Built a Cloud pipeline for data preprocessing, model training, testing, and conversion to DLC, all optimized for low-power Qualcomm Platforms with Yolov5.Led the classification of water events based on Pressure and Flow values from household water meters, using Microsoft Azure Studio for insightful data in efficient water management. Developed a robust middleware app in C++ to streamline system functionalities. Crafted an intuitive GUI for a video surveillance system with the Qt framework, ensuring a user-friendly interface for seamless monitoring and control. Diversified expertise with successful Computer Vision proof of concepts, showcasing adaptability and a commitment to staying at the forefront of technology. Show less