Hi, I'mAbhay Prabhakar
AI & Machine Learning engineering student at BMS Institute of Technology. I build intelligent systems and tinker with emerging tech. Beyond the screen, I'm usually out on a long motorcycle ride or capturing moments onInstagramandBehance.
About Me
I'm Abhay Prabhakar, working with AI/ML and web development. I code in Python, JavaScript, C/C++, and use frameworks like TensorFlow and PyTorch. I love building things and experimenting with new tech.
My curiosity drives me to constantly learn and explore. I run a homelab where I test out different technologies and ideas. Whether it's machine learning or web development, I'm always eager to dive in and figure things out.
Beyond coding, I'm into Wildlife Photography and Astrophotography - capturing images of animals, stars and space. I also play guitar, plan travel loops to remote shoot locations, squeeze in long bike rides when I can, and tinker with my homelab setup. I'm always curious about new things to learn and explore.
Abhay Prabhakar
Bengaluru, India
I'm Abhay Prabhakar, working with AI/ML and web development. I code in Python, JavaScript, C/C++, and use frameworks like TensorFlow and PyTorch. I love building things and experimenting with new tech.
My curiosity drives me to constantly learn and explore. I run a homelab where I test out different technologies and ideas. Whether it's machine learning or web development, I'm always eager to dive in and figure things out.
Beyond coding, I'm into Wildlife Photography and Astrophotography - capturing images of animals, stars and space. I also play guitar, plan travel loops to remote shoot locations, squeeze in long bike rides when I can, and tinker with my homelab setup. I'm always curious about new things to learn and explore.
Travel Log
Travel Log
Wanderlust
A curated collection of my adventures. Scroll down to trace the journey across some of my favorite destinations.
Manali
Manali
Royal Enfield through Atal Tunnel, Bij Mahadev trek, and -10°C midnight skies.
Mumbai
Mumbai
Hackathon win, citywide local train hops, metro runs, cat therapy, and food hunts across Mumbai.
Ooty
Ooty
Tea gardens, rolling hills and foggy landscape frames.
Chikkamagaluru
Chikkamagaluru
A journey from Bengaluru to the Coffee Land, exploring peaks, temples, and misty ghats.
Archive
Discover all my past expeditions, journals, and photography in the complete archive.
My Skills
Open Source
A snapshot of my last 12 months of commits, pull requests, and open-source tinkering.
Some of my recent work
Featured Projects
Latest Insights & Writing
Featured Articles
Research & Publications
Advancing the boundaries of artificial intelligence and medical imaging.
2025
Literature Review
IEEE
AI-Driven Brain Tumor Segmentation: Innovations, Constraints and the Path Toward Clinical Adoption
2025 International Conference on Computing for Sustainability and Intelligent Future (COMP-SIF)
Brain tumor segmentation is a challenging and critical task in the area of medical imaging and treatment planning. The result of the segmentation process is to generate an accurate sketch of the tumor regions by their corresponding brain tumor masks. The precise and accurate segmentation of tumors requires multiple image modalities with varying contrasts and spatial resolution. In recent years, many deep learning models such as U-Net, ResNet, VGG16, and Transformer-based architectures have emerged and achieved promising results with exceptional breakthroughs. The survey has been utilized to review state-of-the-art deep learning methods for brain tumor segmentation, clearly focusing...
Experience
ML Community Lead
As the ML Community Lead, I spearhead initiatives to foster a vibrant community of machine learning enthusiasts. We organize workshops, hackathons, and study groups to facilitate knowledge sharing and skill development among members. Additionally, we collaborate with industry experts to bring in guest lectures and mentorship opportunities, ensuring our community stays updated with the latest trends and advancements in machine learning.
![Br[AI]nium Club @ BMSIT&M logo](/_next/image?url=%2Flogos%2Fbrainium.png&w=64&q=75){kind=small}
Vice Chair
As Vice Chair of Br[AI]nium Club, I serve in a key leadership role within our artificial intelligence and technology student organization
AI & ML Intern
Developing and implementing machine learning models for various applications including data analysis, pattern recognition, and predictive modeling. Collaborating with engineering teams to integrate AI solutions into existing systems and contributing to research and development of innovative digital products.
Webmaster
Managed the society's website and online presence. Developed and maintained web content, ensuring it was up-to-date and engaging. Collaborated with other members to promote events and initiatives.