Hi I'm Dhwani, a Frontend and AI/ML developer building intelligent and user-centric solutions.

About Me

I'm Dhwani Vyas, I'm a Full-Stack and AI/ML developer. I'ts been above 3 years since I wrote my first "Hello World". It's fun to be a programmer because it's not the same all the time. I love learning and getting adapted to new tech stack and for me problem solving is something I was born to do. Other than that in my free time u will find me reading books(my fav one being "Shoe dog" by Phil Knight, really a great book), cooking(trying and building some new flavour) and walking in nature(solus with music and trees around is just as perfect as it sounds). And yes, I am proud and love my choice of being a|

I'm open to Job opportunities where I can contribute, learn and grow. If you have a good opportunity that matches my skills and experience then don't hesitate to contact me.

My Projects

Projects I/We worked on.

AI Resume Analyzer & Job Portal

Developed a full-stack job portal with AI-based resume analysis to match candidates with relevant job roles. Implemented NLP-based resume scoring to evaluate resumes based on skills, keywords, and job descriptions, along with ML-driven classification and job recommendations. Built secure Django-based authentication with role-based access for recruiters and applicants, and features like job posting, application tracking, and resume parsing to streamline the hiring process.

DjangoPythonNLPMachine LearningPostgreSQLHTMLCSSJavaScript

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Realign AI

Built an AI-driven construction planning platform that retrieves optimal building layouts from a dataset of 571+ plans using ResNet18 embeddings. Implemented JWT-based RBAC authentication, a FastAPI backend with PostgreSQL, and an interactive Next.js frontend for visualizing and generating layout recommendations.

Next.jsReactFastAPIPythonPostgreSQLPyTorchResNet18VAEJWT AuthenticationTailwind CSSVercel

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StockPred

Developed an end-to-end ML-powered stock prediction platform that generates directional trading signals using historical and live market data. The system leverages feature engineering and an XGBoost-based classification model, exposed via a production-ready FastAPI backend and consumed through a modern web interface.

PythonXGBoostFastAPIPostgreSQLSQLAlchemyNext.jsJavaScriptYahoo Finance APIRenderVercel

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PlantSense AI

Built an end-to-end AI-powered plant identification platform that classifies plant species from uploaded images using a deep learning model and provides structured plant care recommendations through a production-ready API.

PyTorchEfficientNet-B0FastAPIReactTailwind CSSViteJavaScriptRenderVercel

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Bakeotopia

Developed a full-stack web application for a home bakery business and deployed a secure backend using Supabase with authentication and role-based access control.

ReactTailwind CSSSupabaseViteTypescriptshadcn-uiVercel

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PaperSimplify-Understanding Research Papers Made Easy

PaperSimplify is a lightweight web application that helps students and researchers understand academic papers faster by converting dense research PDFs into clear, section-wise simplified explanations using AI.

Next.jsTailwind CSSTypeScriptOpenAI APIPDF.co APIVercel

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Personal Portfolio

A personal portfolio website to showcase my projects, skills, experience, and certificates, built with Next.js and Tailwind CSS, featuring smooth animations with Framer Motion.

Next.jsTypeScriptFramer-motionTailwindReact-hook-formResend

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Protract: AI-Powered Fraud Prevention System

Project with which won 1st runner up at Breach25 hackathon. Developed an AI-powered fraud detection system that analyzes user behavior to identify and prevent fraudulent activities in real-time, enhancing security for online transactions. (Website is currently down due to hosting issues.)

Next.jsNodejsFastAPIOpenCVDeepFaceSolidityThirdwebMongoDB

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