PhD Research Scholar
Indian Institute of Technology Hyderabad
Hi, I am K Naveen Kumar, currently a PhD Research Scholar at the Indian Institute of Technology Hyderabad, India. My research area includes adversarial federated learning for Autonomous Vehicle Technology. Previously an MTech Research Assistant at Indian Institute of Technology Hyderabad, Telangana, India. I have done my BTech from the Indian Institute of Information Technology Vadodara, Gujarat India. ...I am fueled by my passion for machine learning/deep learning and cloud computing to solve real-world problems. I am also interested in Deployable AI making final deployable solutions in solving problems. I, along with a team of 4, stood as top 10 finalists in Nvidia AI Hackathon 2019 where we worked on the topic Audio alert system for visually impaired using segmented pixel data. I have also been selected in the IITH-Ritsumeikan University Japan Project-based Learning program under Sakura Science Exchange 2019 wherein I got an opportunity to visit Japan work with Japanese students. My research interest has led me to submit a conference paper to IEEE International Conference on Cloud Computing for Emerging Markets 2018 (acceptance rate is less than 10% for conference papers) for a work which is done as part of my 3rd-year B.Tech summer project. The paper has been accepted and won the best paper award in 2018. I am practicing and doing realistic portrait art for 2 years now which led me to start a commission work-based business called Sketch-IFY. I aspire to excel in the area of academic research along with becoming an Entrepreneur. We can discuss more on Linkedin
1. Federated learning for scene perception and path planning in Autonomous Vehicle Technology
2. Adversarial Federated Learning for Autonomous Vehicles
3. Deployable AI
4. Resource Management - Heterogeneous Cloud Computing
-> [December 2021] : Won third prize in Painting competition, about Pollution Prevention. IIT Hyderabad organized a painting competition for IITHians to observe the National Pollution Control Day 2021.
-> [December 2021] : Certificate of Appreciation for development of iv4v (intelligent voice for vision) - an intelligent and reliable audio assistance for visual impairment using AI under BUILD 2020 program.
-> [November 2021]: Successfully completed research internship under Prof. Kurita Takio, Hiroshima University.
-> [October 2021] : Won third prize in Poster making art competition organized by Sunshine, IIT Hyderbad.
-> [August 2021] : Project proposal titled Medicine from the sky - Autonomous vision perception system (AVPS) for medical drone delivery using AI has been accepted under Bold and Unique Ideas Leading to Development (BUILD) program, IIT Hyderabad. I am the principal investigator (PI) and project lead of the project.
-> [August 2021] : Project proposal titled iv4v (intelligent voice for vision) Phase II - an intelligent and reliable audio assistance for visual impairment using AI has been accepted under Bold and Unique Ideas Leading to Development (BUILD) program, IIT Hyderabad. I am the principal investigator (PI) and project lead of the project.
-> [June 2021] : Won first prize in Draw in your style art competition organized by Ek Bharat Shrestha Bharat, IIT Hyderbad.
-> [April 2021] : Developed nAInn, an AI voice to visualize a better future, a deployable AI solution which outputs audio information for visually imparied for the input scene information drawn from nAInn smart glasses. It is developed under Bold and Unique Ideas Leading to Development (BUILD) program funded by IIT Hyderabad. I am the project lead and principal investigator (PI) of the project.
-> [April 2021] : Received Research Internship under International Linkage Degree Program (ILDP) for Developing Innovators Transforming Advanced Technology to Social Goals at Hiroshima University. The work will be done under Prof. Kurita Takio, Graduate School of Advanced Science and Engineering, Hiroshima University, Japan.
-> [August 2020] : Our work on black-box adversarial attacks in autonomous vehicles is accepted in IEEE Applied Imagery Pattern Recognition (AIPR) workshop 2020.
-> [June 2020] : Project proposal titled iv4v (intelligent voice for vision) - an intelligent and reliable audio assistance for visual impairment using AI has been accepted under Bold and Unique Ideas Leading to Development (BUILD) program, IIT Hyderabad. I am the principal investigator (PI) and project lead of the project.
-> [May 2020] : Our work on defining traffic states using saptio-temporal traffic graphs is accepted in 23rd Intelligent Transportation Systems Conference (IEEE ITSC 2020).
-> [September 2019] : Selected one of the finalists of Nvidia AI Hackathon 2019 and been invited for the 5 day Hackathon scheduled from September 26-30, 2019 at C-DAC Pune.
-> [March 2019] : Stood second in machine learning competition conducted as a part of science and technology week at IIT Hyderbad (2018-19).
-> [November 2018] : Received Best Paper Award at IEEE CCEM 2018 conference for presenting the paper titled resource allocation for heterogeneous cloud computing using weighted fair-share queues.
-> [October 2018] : Our work on resource allocation for heterogeneous cloud computing using weighted fair-share queues is accepted in IEEE Cloud computing for emerging markets (CCEM) 2020.
Worked on a novel research problem of object detection in autonomous vehicles under Prof. Kurita Takio, Hiroshima University, Japan
Worked on DL problem called Human blood cell detection, classification and counting
Worked as a data analyst on a social challenge called improving road safety, reducing the number of accidents
Published a work on resource allocation for heterogeneous cloud computing using weighted fair-share queues
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Developed by K Naveen Kumar
Last updated in December 2021
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