Rohit Kumar Email & Phone Number

Bengaluru, Karnataka, India

Bengaluru, Karnataka, India

As a results-driven technology leader, I spearheaded the development of advanced detection algorithms and AI-driven solutions that optimized efficiency and enhanced accuracy across various industries. My expertise spanned PCB component detection, image recognition, and state detection in manufacturing, utilizing cutting-edge tools such as Yolov8, GenAI/LLM models, and Pose Graph Optimization.Key accomplishments included:1. Spearheading the development of detection algorithms for PCB… Show more As a results-driven technology leader, I spearheaded the development of advanced detection algorithms and AI-driven solutions that optimized efficiency and enhanced accuracy across various industries. My expertise spanned PCB component detection, image recognition, and state detection in manufacturing, utilizing cutting-edge tools such as Yolov8, GenAI/LLM models, and Pose Graph Optimization.Key accomplishments included:1. Spearheading the development of detection algorithms for PCB components and text prediction using Yolov8 and GenAI, which improved accuracy by 30% and reduced processing time by 60%.2. Orchestrating a cutting-edge solution for seamless PCB slice stitching into high-resolution images through rigorous optimization using Pose Graph techniques.3. Engineering an innovative Helmet-Head-Jacket detection system with the Fastestdet model, reducing false positives by 40% and increasing accuracy by 25% in the automotive safety sector.4. Developing an advanced state detection system for tire manufacturing, identifying 8 distinct states in the production cycle with high precision, significantly enhancing process analysis and cycle time optimization.Driven by a passion for leveraging AI and machine learning, I focused on delivering impactful, scalable solutions that pushed the boundaries of technology and innovation. Show less

Bangalore Urban, Karnataka, India

Experienced on solving ADAS problems such as 2D/3D Object Detection, Lane Detection, Blind Spot Detection, Hitch and Coupler Detection, Driver Monitoring System, Segmentation etc.Used state of the art algorithms such as YOLO, SSD, PV-RCNN, MTCNN, SegNet and PINet to solve these problems.Experienced on visualization and tracking technologies such as Open3D, DeepSORT and Lidar data for Blind Spot Detection problem.Hands on experience with annotation tools such as Labelme and LabelImg… Show more Experienced on solving ADAS problems such as 2D/3D Object Detection, Lane Detection, Blind Spot Detection, Hitch and Coupler Detection, Driver Monitoring System, Segmentation etc.Used state of the art algorithms such as YOLO, SSD, PV-RCNN, MTCNN, SegNet and PINet to solve these problems.Experienced on visualization and tracking technologies such as Open3D, DeepSORT and Lidar data for Blind Spot Detection problem.Hands on experience with annotation tools such as Labelme and LabelImg to pre-process and annotate images and videos.Hands on experience with docker to deploy deep learning models.Worked on embedded platforms such as Nvidia Jetson TX2 and TI EVM Board.Worked on API development for Sentiment Analysis with Audio data using Flask, Azure Cloud and Postman. Worked on Driver Monitoring System to detect driver drowsiness, head tilt and rotation and object detection.Implemented 3D Object Detection problem to detect 8 classes of objects on Client data using OpenPCDet framework. Worked on solving 3D object detection using Fusion of 3D and 2D data.Implemented a Docker image of the 3D Object Detection for the deployment. Show less

- As a trainee I went through the training in Machine Learning, Deep Learning, OOPs in C++, basics of Microsoft Azure, PDLC & SDLC concepts.- Implemented a deep learning custom architecture to solve Aircraft Maintenance problems.

Btech - Bachelor Of Technology, Cse

12Th Class, Physics, Chemistry, Maths & Computer Science

10Th Class, Science & Maths