Full Stack Developer Intern Candidate - Product Builder

Ayush Roy

Full-stack developer intern candidate at KIIT, expected graduation 2027, with hands-on project work across Next.js, React, TypeScript, FastAPI, Flask, Python, SQL, Three.js, OpenCV, Scikit-Learn, Docker, and GitHub-driven product delivery.

Open to InternshipFull-StackML + CVRealtime Systems

yorayriniwnl@gmail.com +91 8918940799yorayriniwnl.vercel.appgithub.com/yorayriniwnl linkedin.com/in/yorayriniwnl

Internship Snapshot

Public projects

Featured builds

Graduation

2027 (Expected)

Full-stack intern candidate building production-grade Next.js + Python systems with measurable outcomes.
Shipped portfolio platform with 24-test Vitest coverage and plugin-based architecture for iterative delivery.
Built realtime dashboards and CV/ML pipelines, balancing product UX with engineering depth.

Experience

Independent Project Work

Self-directed - Resume and GitHub verified

Built internship-ready full-stack projects across realtime systems, decision-support products, and computer vision, supported by public GitHub repositories.

Portfolio Platform

Personal site - yorayriniwnl.vercel.app

Maintains this portfolio as a recruiter-facing product surface with Next.js routing, resume workflows, GitHub-backed data, AI/chat helpers, and interactive sections.

Selected Projects

Yor Ai vs Real Image

Python · OpenCV · Scikit-Learn · Streamlit

ML pipeline to classify AI-generated vs real images using texture-based features (LBP, GLCM) and an SVM classifier.

Outcome: Demonstrated an end-to-end image classification pipeline with texture features, model training, and user-facing prediction review.

Yor Mentor Mentee System

Python · Flask · SQLite · Tkinter

Full-stack mentorship workflow system with weighted matching, Flask APIs, SQLite persistence, and a Tkinter desktop interface.

Outcome: Converted a manual coordination problem into a structured tool with reusable matching logic.

Yor Zenith - Solar Energy Planning & Decision Support System

Next.js · React · TypeScript · Three.js

Full-stack solar decision platform combining rooftop feasibility, subsidy intelligence, long-term return analysis, and 3D visualization.

Outcome: Created a decision-support project that connects feasibility analysis, solar generation forecasting, and dashboard visualization.

Yor Ayrin iwnl

Next.js · TypeScript · React · Framer Motion

The current portfolio platform: a Next.js system for case studies, recruiter-ready resume surfaces, GitHub activity, games, and interactive identity storytelling.

Outcome: Established the portfolio itself as a maintained software project backed by public GitHub history.

Yor Feelings

TypeScript · Next.js · React · Realtime

Campus-social product direction exploring anonymous posting, moderation, reactions, realtime threads, and emotionally aware UX.

Education

B.Tech - Computer Science & Communication Engineering

KIIT Deemed to be University - Expected Graduation: 2027

Pursuing B.Tech in Computer Science and Communication Engineering at KIIT Deemed to be University.

CBSE - Class XII & X

Kendriya Vidyalaya, Burdwan

Completed secondary and senior secondary education under the Central Board of Secondary Education.

Skills

Frontend

React, Next.js, TypeScript, TailwindCSS, Three.js, Framer Motion

Backend

FastAPI, Flask, Node.js, REST APIs, WebSocket, SQL

ML / Computer Vision

OpenCV, Scikit-Learn, SVM, LBP & GLCM, Image Classification, Streamlit

Tools

Docker, Git, GitHub, Vercel, Vitest, VS Code

Extended skills map

Frontend

React, HTML / CSS / TailwindCSS, TypeScript, Three.js

ML / CV

Python, OpenCV, Scikit-Learn, Streamlit

Tools

Git / GitHub, VS Code, SQL

Languages

Python, Java, C

GitHub Context

Active public GitHub profile with portfolio, realtime systems, ML/CV, and product-focused full-stack builds.

github.com/yorayriniwnl

Achievements

Flagship solar planning project: Yor Zenith combines rooftop feasibility analysis, React/Three.js visualization dashboards, and energy generation simulation into one decision-support project.
Bharat Scouts & Guides - Tritiya Sopan: Completed Pratham, Dwitiya, and Tritiya Sopan levels in Bharat Scouts & Guides.
ML image classifier - AI vs Real Detector: Built a working computer vision pipeline using OpenCV, Scikit-Learn SVM, and texture features (LBP/GLCM) to distinguish synthetic from real photographs.

Internship Snapshot

Public projects

Featured builds

Graduation

2027 (Expected)

Full-stack intern candidate building production-grade Next.js + Python systems with measurable outcomes.

Shipped portfolio platform with 24-test Vitest coverage and plugin-based architecture for iterative delivery.

Built realtime dashboards and CV/ML pipelines, balancing product UX with engineering depth.

Experience

Independent Project Work

Self-directed - Resume and GitHub verified

Built internship-ready full-stack projects across realtime systems, decision-support products, and computer vision, supported by public GitHub repositories.

Portfolio Platform

Personal site - yorayriniwnl.vercel.app

Maintains this portfolio as a recruiter-facing product surface with Next.js routing, resume workflows, GitHub-backed data, AI/chat helpers, and interactive sections.

Selected Projects

Yor Ai vs Real Image

Python · OpenCV · Scikit-Learn · Streamlit

ML pipeline to classify AI-generated vs real images using texture-based features (LBP, GLCM) and an SVM classifier.

Outcome: Demonstrated an end-to-end image classification pipeline with texture features, model training, and user-facing prediction review.

Yor Mentor Mentee System

Python · Flask · SQLite · Tkinter

Full-stack mentorship workflow system with weighted matching, Flask APIs, SQLite persistence, and a Tkinter desktop interface.

Outcome: Converted a manual coordination problem into a structured tool with reusable matching logic.

Yor Zenith - Solar Energy Planning & Decision Support System

Next.js · React · TypeScript · Three.js

Full-stack solar decision platform combining rooftop feasibility, subsidy intelligence, long-term return analysis, and 3D visualization.

Outcome: Created a decision-support project that connects feasibility analysis, solar generation forecasting, and dashboard visualization.

Yor Ayrin iwnl

Next.js · TypeScript · React · Framer Motion

The current portfolio platform: a Next.js system for case studies, recruiter-ready resume surfaces, GitHub activity, games, and interactive identity storytelling.

Outcome: Established the portfolio itself as a maintained software project backed by public GitHub history.

Yor Feelings

TypeScript · Next.js · React · Realtime

Campus-social product direction exploring anonymous posting, moderation, reactions, realtime threads, and emotionally aware UX.

Education

B.Tech - Computer Science & Communication Engineering

KIIT Deemed to be University - Expected Graduation: 2027

Pursuing B.Tech in Computer Science and Communication Engineering at KIIT Deemed to be University.

CBSE - Class XII & X

Kendriya Vidyalaya, Burdwan

Completed secondary and senior secondary education under the Central Board of Secondary Education.

Skills

Frontend

React, Next.js, TypeScript, TailwindCSS, Three.js, Framer Motion

Backend

FastAPI, Flask, Node.js, REST APIs, WebSocket, SQL

ML / Computer Vision

OpenCV, Scikit-Learn, SVM, LBP & GLCM, Image Classification, Streamlit

Tools

Docker, Git, GitHub, Vercel, Vitest, VS Code

Extended skills map

Frontend

React, HTML / CSS / TailwindCSS, TypeScript, Three.js

ML / CV

Python, OpenCV, Scikit-Learn, Streamlit

Tools

Git / GitHub, VS Code, SQL

Languages

Python, Java, C

Achievements

Flagship solar planning project: Yor Zenith combines rooftop feasibility analysis, React/Three.js visualization dashboards, and energy generation simulation into one decision-support project.

Bharat Scouts & Guides - Tritiya Sopan: Completed Pratham, Dwitiya, and Tritiya Sopan levels in Bharat Scouts & Guides.

ML image classifier - AI vs Real Detector: Built a working computer vision pipeline using OpenCV, Scikit-Learn SVM, and texture features (LBP/GLCM) to distinguish synthetic from real photographs.