currently in my final year pursuing a B-Tech at Anna University. As I near the end of my academic journey, I am driven by a passion for IT and a strong desire to apply my knowledge to real-world applications."
More About MeHello! I'm Manikandan, a final-year B-Tech student at Anna University. Fueled by a passion for IT, my academic journey dives deep into Web Development and Machine Learning, sparking a keen interest in Image Classification. In my current AR/VR-focused semester, I thrive on tackling complex problems, preparing for a dynamic IT landscape. Beyond technical proficiency, I bring eagerness to learn and adapt swiftly. Drawn to product-based opportunities, I envision applying my skills meaningfully. Active in Hackathons, I showcase commitment to continuous learning. Eager to transition from student to a dynamic IT professional, I'm exploring career kickstart opportunities. If you seek a dedicated, forward-thinking IT enthusiast, let's connect!
Explore some of the exciting projects I've worked on, each showcasing unique skills and technologies.
Developed a deep learning-based system to detect and classify wild animals. Utilized the Inception V3 model for accurate identification of animal images. Built the project entirely using Python, leveraging its extensive libraries and frameworks. Employed a large dataset for training and testing, ensuring high accuracy(98%), alarm integration, practical application.
Developed a robust animal image classification system utilizing ensemble learning techniques. Leveraged a combination of four models, including Inception V3, DenseNet-201, VGG-16, and ResNet-101, to achieve superior accuracy and classification performance. This project showcases the power of ensemble learning in enhancing the accuracy and reliability of animal image classification tasks, contributing to advancements in wildlife conservation and research.
Taking the forefront in driving the Smart City Development project by harnessing the power of Unity and Blender to craft a digital urban landscape. Seamlessly incorporating state-of-the-art technology to emulate urban infrastructure, transportation systems, energy networks, and Internet of Things (IoT) devices within an engaging 3D environment.
Developing a VR-based hospital navigation system to improve visitor guidance during critical situations, reducing stress, and search time for essential areas. Aiming to enhance overall hospital experience, contributing to better healthcare accessibility and patient satisfaction through immersive technology.
● Published an IEEE paper titled "Smart Drones in Agriculture" at Anna University.
● Recognized for presenting the project "App for Animal Classification" at the Lab to Market Conclave
event conducted by PALS at IIT Madras Research Park.
● Awarded First Prize in Paper Presentation and Technical Quiz at the prestigious National Level
Technical Symposium held at Dhanalakshmi Srinivasan University.
● Awarded First Prize in Paper Presentation at the esteemed National Level Technical Symposium
hosted by J.J College of Engineering and Technology.
● Awarded First Prize in Paper Presentation at the renowned National Level Technical Symposium held
at Sri Ramakrishna College of Engineering.
● Participated in the NIT-Datanetiix Hackathon at the First International Conference on Intelligent
Solutions for Emergency Response and Disaster Management (ISERDM-2023) at the National Institute of
Technology (NIT).
● Awarded First Prize in Paper Presentation at the prestigious National Level Technical Symposium held
at M.A.M College of Engineering and Technology.
● Awarded Second Prize in Technical Connection at the notable National Level Technical Symposium
hosted by J.J College of Engineering and Technology.
● Awarded First Prize in Technical Connection and Third Prize in Paper Presentation at the notable
National Level Technical Symposium hosted by Karpagam College of Engineering.
● Awarded First Prize in Paper Presentation at the renowned National Level Technical Symposium held
at Sri Ramakrishnan College of Engineering in Perambalur.
● Awarded Second Prize in Paper Tech-Tutor (Teaching) at the renowned National Level Technical
Symposium held at K. Ramakrishnan College of Engineering.
● Awarded Third Prize in Paper Presentation and Project Expo at the prestigious National Level
Technical Symposium held at Mookambikai College of Engineering.