GK

Hi, I'm

Gursharen Kaur Suri

Full Stack Developer
ML Engineer
Research Enthusiast
Finance Enthusiast

Computer Engineering student passionate about Machine Learning, Deep Learning, and Quantitative Finance — building intelligent, scalable solutions at the intersection of AI and real-world impact.

C++C++
PythonPython
ReactReact
Node.jsNode.js
Express.jsExpress.js
Next.jsNext.js
OpenCVOpenCV
TensorFlowTensorFlow
GitGit
SeleniumSelenium
C++C++
PythonPython
ReactReact
Node.jsNode.js
Express.jsExpress.js
Next.jsNext.js
OpenCVOpenCV
TensorFlowTensorFlow
GitGit
SeleniumSelenium
C++C++
PythonPython
ReactReact
Node.jsNode.js
Express.jsExpress.js
Next.jsNext.js
OpenCVOpenCV
TensorFlowTensorFlow
GitGit
SeleniumSelenium
C++C++
PythonPython
ReactReact
Node.jsNode.js
Express.jsExpress.js
Next.jsNext.js
OpenCVOpenCV
TensorFlowTensorFlow
GitGit
SeleniumSelenium
scroll

My Education

Academic background and learning milestones.

B.E. Computer Engineering

Thapar Institute of Engineering and Technology

2023 — 2027Patiala, India

Pursuing Bachelor of Engineering in Computer Engineering. CGPA: 8.57/10. Focused on full-stack development, machine learning, data structures & algorithms, and software engineering.

Computer EngineeringMLFull-StackDSA

Class XII — CBSE

Swami Sant Dass Public School

2023Phagwara, India

Completed senior secondary education with 94.2% in CBSE board examinations.

CBSE94.2%

My Toolkit

The technologies and tools I use to bring ideas to life.

Language3 Tools

C++
🐍Python
🎨HTML/CSS

Frontend5 Tools

⚛️React
🟩Node.js
🚀Express.js
Next.js
💨Tailwind CSS

AI/ML5 Tools

🧠SWIN Transformer
🖼️Semantic Segmentation
👁️OpenCV
🔬Deep Learning
🧬CNNs

Tools & Analytics5 Tools

🔀Git
🐙GitHub
🌐Selenium
📊Excel
📈Data Analysis

Backend3 Tools

🧮DSA
🔄Agile / Scrum
🌐Computer Networking

Currently Exploring

🌐Three.js / R3F
🔬Advanced ML Architectures
⚙️DevOps & CI/CD

My Projects

A selection of my best work and current experiments.

AI-based Skin Disease Detection System

Deep learning model for accurate skin disease classification

Designed and fine-tuned a Swin Transformer deep learning model for accurate classification of skin diseases. Built pre-processing pipelines and validated model performance through test cases. Worked on software diagrams for proper end-to-end implementation and debugged to improve model accuracy.

PythonSWIN TransformerOpenCVDeep Learning

Road Segmentation from Satellite Images

Multi-architecture CNN comparison for satellite imagery

Implemented and compared multiple architectures including U-Net Lite, U-Net Full, U-Net++, DeepLabV3+ (ResNet-50), HRNet-Small, and SegFormer-B0. Built a custom data preprocessing pipeline including resizing, normalization, binary mask generation, and data augmentation using Albumentations. Optimized training for limited GPU memory using mixed-precision training and efficient batch sizing.

PythonPyTorchU-NetDeepLabV3+SegFormerAlbumentations

ScholarLogic — Scholarship Portal

AI-powered scholarship discovery and management platform

A full-stack scholarship management platform built with Next.js and TypeScript. Features include AI-driven PDF parsing for bulk scholarship uploads, document management for student profiles, and a smart matching algorithm. Developed as a collaborative project with a team.

Next.jsTypeScriptPostgreSQLTailwind CSS

Anvaya RailFit

Health & fitness tracking platform for railway employees

A TypeScript-based full-stack web application designed for health and fitness monitoring. Built with a modern frontend stack and focused on user-friendly UI/UX for tracking health metrics and fitness routines.

TypeScriptReactNode.jsTailwind CSS

My Journey

Professional roles and positions I've held over the years.

Research Intern

Thapar Institute of Engineering and Technology

Jun 2025 — Dec 2025Patiala, India

Worked under Dr. Neeraj Kumar and Dr. Sandeep Verma, Computer Science Department. Conducted comprehensive review on underwater sensor networks, analyzing advancements in communication protocols and 3D network topologies. Enhanced skills in scientific writing, critical analysis, and data interpretation, collaborating with domain experts throughout the research process.

ResearchSensor NetworksScientific Writing

Say Hello

I'm always open to discussing new projects, creative ideas, or opportunities to be part of your vision.

Direct Contact

Let's build something
amazing together.

Whether you have a question or just want to say hi, my inbox is always open. I'll get back to you as soon as possible!

Drop Me a Mail