Passionate about AI Applications in Biology

Singh Kunal Akhilesh

Deep Learning & Classical ML Enthusiast. Passionate about Deep Learning and Reinforcement Learning applications in Biology.

šŸ”­ Working on Computer Vision & Classical ML
šŸ§‘ā€šŸ’» Aiming to become better at problem solving Codeforces CodeChef

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Current Focus & Learning

šŸ”„ Deep Dive

PyTorch Learning

šŸ§¬ Research

Applications of CV into Biology

šŸŒ± Expanding

Mathematical Understanding of DL

Experience

Seeking Opportunities Present

Shri Mata Vaishno Devi University (SMVDU)   |   CGPA: 8.88

Currently a Sophomore in B.Tech Computer Science & Engineering. Actively looking for internships or research roles in Computer Vision , Bio-AI , MLOps and any ML related role.

Data Structures ā€¢ Algorithms ā€¢ ML Foundations ā€¢ Python ā€¢ Deep learning

Selected Projects

End to End MLOps: Vehicle Insurance

A complete pipeline predicting vehicle insurance claims. Built with a focus on modular coding and deployment.

Status: Working
30%
Source Live Demo
MLOps ā€¢ FastAPI ā€¢ Docker ā€¢ AWS ā€¢ MongoDB

Brain Segmentation (UNet, CBAM, ResNet)

Advanced segmentation of MRI scans to identify tumors using Attention mechanisms and Residual networks.

Status: Researching
5%
Source Live Demo
PyTorch ā€¢ Medical Imaging ā€¢ Deep Learning

Thoughts & Research

Coming Soon!

I am currently compiling my research notes on Genomics and AI. Stay tuned.

Get In Touch

Iā€™m always open to discussing Computer Vision collaborations, Bio-AI research, or just chatting about technology.