I am Aayudh Panchal.

A Software developer who loves practical applications and real world problem solving.

Experience

My professional journey building exceptional digital products

2024
2025

NIT Surat

Summer Research Intern

NIT
Jun. 2024 - Jul. 2024
Surat, Gujarat

Conducted research on Object Detection using YOLO and CNNs, along with Depth Estimation under Dr. Chandra Prakash, DoCSE SVNIT.

PythonPyTorchOpenCVYOLOCNNsMLPTransformers

Vaam

AI ML Intern

VM
Jan. 2025 - May. 2024
Surat, Gujarat

Worked as an AI ML intern at Vaam, focusing on developing machine learning models and algorithms for various applications, specifically cab fare estimation algorithms

PythonMapBox API+1 more

FashionX

Software Developer Intern

FX
Jun. 2024 - Jul. 2024
Surat, Gujarat

Worked on using GANs for Virtual Tryon for clothing brands

PythonPyTorch+3 more

AI ML Lead

Google Developer Group on Campus

GDG
Oct. 2024 - Present
NIT Surat

Leading the AI/ML initiatives for Google Developer Group on Campus at NIT Surat, organizing workshops and events to promote AI/ML technologies among students.

TensorFlowPyTorch+2 more

Web Development Lead

Research and Innovation Affairs Council

RIAC
Sept. 2024 - Present
NIT Surat

Leading web development projects and initiatives for the Research and Innovation Affairs Council at NIT Surat, creating platforms for research collaboration and event management.

Next.jsMongoDB+4 more

Summer Research Intern

NIT Surat

Jun. 2024 - Jul. 2024
Surat, Gujarat
Key Achievements
Conducted research on Object Detection using YOLO and Convolutional Neural Networks
Learned advanced model fine-tuning and monocular depth estimation with PyTorch
Explored architectures such as MLP and Transformers to enhance performance
Collaborated with like-minded students, enhancing teamwork skills
Technologies Used
Python
PyTorch
OpenCV
YOLO
CNNs
MLP
Transformers

"Conducted research on Object Detection using YOLO and CNNs, along with Depth Estimation under Dr. Chandra Prakash, DoCSE SVNIT."

Projects

Showcasing my work and creative solutions

Spotlight Projects

Denoising Probabilistic Diffusion Model
Denoising Probabilistic Diffusion Model

Developed a text-to-image generation pipeline using diffusion models. Designed a modular architecture for model loading and inference for various image generation tasks.

AI
ML
DL
PythonPyTorchHugging Face
Code
YOLO Object Detection & Segmentation
YOLO Object Detection & Segmentation

Worked with YOLO technology for real-time object detection and segmentation. Implemented a custom Monocular Depth Estimation model for real time inferencing.

AI
DL
CV
PyTorchPythonYOLOUltralytics
Code
Sathi - E Governance Platform
Sathi - E Governance Platform

Built an E governance platform that searches relevant government policies and schemes for citizens, with a simplified and an improved UX.

Web
NextJSJavaScriptFlaskPythonOllamaTailwindCSS
Code
Diabetic Foot Ulcer Detection using YOLO
Diabetic Foot Ulcer Detection using YOLO

Fine tuned a YOLOv8 Object Detection Model on the UFC2020 Diabetic Foot Ulcer Detection Dataset.

AI
DL
CV
PyTorchPythonYOLOUltralyticsWandb
Code
Bunkify. - Attendance Tracker System
Bunkify. - Attendance Tracker System

Developed a personal attendance tracker system for maintaining attendance records. Integrated a custom attendance management system with a user-friendly interface.

Web
ReactJSExpressJSNodeJSMongoDBTailwind CSS
CodeLive
Koe's Kafe Website
Koe's Kafe Website

Developed a beautiful frontend web application for a local cafe in Surat as part of the Google Winter of Code 2024, hosted by GDSC NIT Surat.

Web
ReactJSReact SpringJavaScriptTailwind CSS
CodeLive
Movie Recommendation System
Movie Recommendation System

Worked on a Movie Recommendation Telegram Chatbot that used Content based and Collaborative Filtering methods

Web
Full Stack
AI
PythonTeleBotTelegram
Code
Fire NOC Application Tracking System
Fire NOC Application Tracking System

Built at the Smart India Hackathon 2024. Automated the Fire NOC approval process with a multi-role authentication system for clients, fire inspectors, CFOs, and admins. Integrated deep learning-based document verification.

Web
AI
Next.jsMongoDBPyTorchFlaskPythonJavaScriptTailwind CSS
RIAC SVNIT Web Platform
RIAC SVNIT Web Platform

Developed a full-stack web platform for event management and research collaboration. Built a custom form-building dashboard and implemented JWT-based authentication and email verification.

Full Stack
Web
MongoDBExpress.jsReact.jsNode.jsTailwind CSSDocker
Live
Denoising Probabilistic Diffusion Model
Denoising Probabilistic Diffusion Model

Developed a text-to-image generation pipeline using diffusion models. Designed a modular architecture for model loading and inference for various image generation tasks.

AI
ML
DL
PythonPyTorchHugging Face
Code
YOLO Object Detection & Segmentation
YOLO Object Detection & Segmentation

Worked with YOLO technology for real-time object detection and segmentation. Implemented a custom Monocular Depth Estimation model for real time inferencing.

AI
DL
CV
PyTorchPythonYOLOUltralytics
Code
Sathi - E Governance Platform
Sathi - E Governance Platform

Built an E governance platform that searches relevant government policies and schemes for citizens, with a simplified and an improved UX.

Web
NextJSJavaScriptFlaskPythonOllamaTailwindCSS
Code
Diabetic Foot Ulcer Detection using YOLO
Diabetic Foot Ulcer Detection using YOLO

Fine tuned a YOLOv8 Object Detection Model on the UFC2020 Diabetic Foot Ulcer Detection Dataset.

AI
DL
CV
PyTorchPythonYOLOUltralyticsWandb
Code
Bunkify. - Attendance Tracker System
Bunkify. - Attendance Tracker System

Developed a personal attendance tracker system for maintaining attendance records. Integrated a custom attendance management system with a user-friendly interface.

Web
ReactJSExpressJSNodeJSMongoDBTailwind CSS
CodeLive
Koe's Kafe Website
Koe's Kafe Website

Developed a beautiful frontend web application for a local cafe in Surat as part of the Google Winter of Code 2024, hosted by GDSC NIT Surat.

Web
ReactJSReact SpringJavaScriptTailwind CSS
CodeLive
Movie Recommendation System
Movie Recommendation System

Worked on a Movie Recommendation Telegram Chatbot that used Content based and Collaborative Filtering methods

Web
Full Stack
AI
PythonTeleBotTelegram
Code
Fire NOC Application Tracking System
Fire NOC Application Tracking System

Built at the Smart India Hackathon 2024. Automated the Fire NOC approval process with a multi-role authentication system for clients, fire inspectors, CFOs, and admins. Integrated deep learning-based document verification.

Web
AI
Next.jsMongoDBPyTorchFlaskPythonJavaScriptTailwind CSS
RIAC SVNIT Web Platform
RIAC SVNIT Web Platform

Developed a full-stack web platform for event management and research collaboration. Built a custom form-building dashboard and implemented JWT-based authentication and email verification.

Full Stack
Web
MongoDBExpress.jsReact.jsNode.jsTailwind CSSDocker
Live
●Swipe to explore projects

Technical Skills

My toolkit and expertise for building modern applications

JavaScript

Modern JavaScript with ES6+ features, asynchronous patterns, and functional programming concepts.

languages

TypeScript

Strongly-typed JavaScript that enhances code quality and developer experience through compile-time checks.

languages

Python

Versatile programming language used for automation, data processing, and backend development.

languages

HTML

Semantic markup language that forms the foundation of web content structure.

frontend

CSS

Styling language used to create visually appealing and responsive web layouts.

frontend

C/C++

System programming languages used for performance-critical applications and algorithms.

languages

Assembly

Low-level programming language providing direct hardware access and maximum performance.

languages

React.js

JavaScript library for building user interfaces with a component-based architecture.

frontend

Next.js

React framework enabling server-side rendering, static site generation, and more.

frontend

Node.js

JavaScript runtime for building scalable network applications and APIs.

backend

TailwindCSS

Utility-first CSS framework for rapidly building custom user interfaces.

frontend

PyTorch

Open source machine learning framework for deep learning and artificial intelligence.

backend

Flask

Lightweight WSGI web application framework for building web applications in Python.

backend

MongoDB

NoSQL database that provides high performance, availability, and scaling.

databases

MySQL

Open-source relational database management system that's fast, reliable, and widely-used.

databases

GitHub

Platform for hosting and collaborating on Git repositories with CI/CD capabilities.

devops

Git

Distributed version control system for tracking changes in source code during development.

devops

Docker

Platform for developing, shipping, and running applications in containers.

devops

Vercel

Platform for frontend frameworks and static sites, providing serverless deployment and hosting.

devops

Achievements

Notable recognitions and milestones from my professional journey

Smart India Hackathon 2024 Winner

2024

Placed 1st out of 2100+ teams in Smart India Hackathon 2024, a nationwide coding competition.

HackathonDevelopmentInnovation
View details

DotSlash 8.0 Runner-Up

2025

Secured 2nd place among 100+ teams in DotSlash 8.0 2025, organized by ACM NIT Surat.

HackathonProblem-solvingTeam Work
View details

GDSC Hack The Tank 2.0

2024

Achieved 1st Runner-Up among 30+ teams in an innovation-driven hackathon organized by Google Developer Student Clubs.

DevelopmentInnovationTechnology

Google Cloud Study Jams 2024

2024

Completed hands-on labs in GCP, focusing on cloud deployment and AI/ML services.

CloudGCPAI/ML
View details

About Me

Get to know me better!

I am a passionate computer science student with a drive for innovation and problem-solving. Specializing in AI/ML, Full Stack Web Development and more, I aim to build solutions that blend technical excellence with intuitive design.

Education

B.Tech - Computer Science and Engineering

National Institute of Technology, Surat

CGPA: 9.012022-Present

Key Courses

Data StructuresDesign and Analysis of AlgorithmsMachine LearningCloud ComputingData ScienceSocial Network AnalysisSystem SoftwaresDatabase Management Systems+6 more

Technical Skills

Computer Languages

PythonC/C++JavaScriptTypeScript*HTML5CSS3Assembly Programming

Database Technologies

MongoDBmySQLVector Databases(ChromaDB)

Frameworks & Tools

NextJSReactJSPyTorchLangChain*Tailwind CSSDocker*Docker-Compose*GitHub

*Intermediate proficiency