Connect with me on Twitter - https://x.com/Prashant_Dixit0Experienced Computer Vision Researcher and Engineer.Open-source contributor in ML/ GenAI projects.I have experience in building end-to-end ML pipelines in the area of Computer Vision and NLP, writing clean and optimized code, tested and production-ready code in Python with stacks such as AWS, Docker, BentoML, Yatai, Kubernetes, MLFlow, Pytorch and more.Debugging codes for optimizing to the best extent.I have experience in working on Edge Systems for deploying AI onto them. Worked on Depth Cameras Intel Realsense Depth Camera, Luxonis OpenCV AI Kit (OAK) Camera, IMX219-83, IMX219-160.Passionate about Object Detection and Segmentation, Running Complex algorithms in Edge devices, Generative AI, and creating 3D Reconstruction and Perspective Mappings using 2D input images.
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Associate Director Of AiDoteye Labs Oct 2023 - Dec 2023Bengaluru, Karnataka, India -
Computer Vision Researcher EngineerAutonomo Technologies Dec 2021 - Oct 2023Bengaluru, Karnataka, India -
Course InstructorBlue Data Consulting May 2022 - Sep 2022• Tʜᴇᴏʀᴇᴛɪᴄᴀʟ Cᴏɴᴄᴇᴘᴛꜱ : Instructed Computer Vision concepts from Basics to Advance started from Image Classification and Detection to Autoencoders, GANs, SiameseNet, UNet • Pʀᴀᴄᴛɪᴄᴀʟ Lᴀʙꜱ : Instructed Practical Labs for implementation of concepts learnt • Cᴀᴘꜱᴛᴏɴᴇ Pʀᴏᴊᴇᴄᴛꜱ : Instructed in Capstone projects -
Machine Learning EngineerIgnitus Jul 2021 - Apr 2022• Sᴏᴄɪᴀʟ Cᴏᴍᴍᴇɴᴛꜱ Cᴀᴛᴇɢᴏʀɪᴢᴀᴛɪᴏɴ ᴀɴᴅ Aɴᴀʟʏꜱɪꜱ : Classification of Reddit and Twitter comments into Anorexia and Depression comments using Textual and Visual.• Dᴀᴛᴀ Cᴏᴍᴘʀᴇꜱꜱɪᴏɴ ᴡɪᴛʜᴏᴜᴛ ʟᴏᴏꜱɪɴɢ Iɴꜰᴏʀᴍᴀᴛɪᴏɴ : Reduction in Dimensionality from 128 Dimensional Gyrometer and Accelerometer data into 4 Dimensions with least information loss for Activity Recognition data.________________𝗦𝗸𝗶𝗹𝗹𝘀: NLP · Dimensionality Reduction Techniques · ML algorithms · Computer Vision -
Computer Vision Project InternPackt Aug 2021 - Oct 2021𝗧𝗿𝗮𝗳𝗳𝗶𝗰 𝗦𝘂𝗿𝘃𝗲𝗶𝗹𝗹𝗮𝗻𝗰𝗲 𝗦𝘆𝘀𝘁𝗲𝗺• Eɴᴅ-ᴛᴏ-Eɴᴅ Pɪᴘᴇʟɪɴᴇ : End-to-End Pipeline of Traffic Surveillance System(containing Vehicle Detection and Classification and Identification using Number Plate) on customized dataset using YOLOv4 and YOLOv5 architecture.• Dᴇᴘʟᴏʏᴍᴇɴᴛ : Deployed the Pipeline using Flask and Postman.• Rᴇꜱᴜʟᴛꜱ : Got 95% accuracy results on unseen data.________________𝗦𝗸𝗶𝗹𝗹𝘀 : Computer Vision · Deep Learning · OCR · Pytorch · Flask · Postman
Prasant Kumar Education Details
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Computer Science
Frequently Asked Questions about Prasant Kumar
What is Prasant Kumar's role at the current company?
Prasant Kumar's current role is AI Researcher | Gen AI | Open Source Contributor.
What schools did Prasant Kumar attend?
Prasant Kumar attended Lovely Professional University.
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Prasant Kumar
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