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Shubhranshu331/README.md

Hey, I'm Shubhranshu 👋

CSE grad from Prayagraj. I build full-stack web apps and ML models — and a few of them are actually live in production, not just sitting in a Jupyter notebook.

Most of my work lives somewhere between Python and JavaScript. I've trained U-Nets for medical image segmentation at MNNIT Allahabad, worked on satellite geodata processing under ISRO, and built REST APIs with Flask and FastAPI that serve real ML models. On the web side, I ship React and Next.js frontends with proper backends — containerized, deployed, talking to each other over HTTP.

Currently looking for my first full-time role. Open to full-stack, backend/Python, ML, or data work — anywhere I can own real things and keep learning fast.


🛠️ What I Work With

Core Languages Python · JavaScript · SQL · HTML5 · CSS3

Frontend React.js · Next.js · Tailwind CSS · SCSS · Three.js · Framer Motion

Backend & APIs Flask · FastAPI · Node.js · Express.js · REST APIs · Docker · Gunicorn · Uvicorn

ML & Data PyTorch · TensorFlow · Keras · Scikit-learn · PyTorch Geometric · OpenCV · Pandas · NumPy · NLTK

BI & Dashboards Power BI · Tableau · MySQL · Snowflake · Excel · DAX

Deploy Vercel · Render · HuggingFace Spaces · Azure ML Studio · Git


🚀 Projects

Full-Stack Apps

Project What it does Stack Links
PolypSeg AI End-to-end medical image segmentation — Flask REST API serving an Attention U-Net (76.81% Dice), Next.js frontend with a 3D hero, both independently deployed Next.js · Flask · TensorFlow · Docker Live · Code
Digit Recognition App Draw a digit on a canvas, get a live CNN prediction with confidence scores — FastAPI backend (98.74% val accuracy), React/SCSS frontend React · FastAPI · TensorFlow · SCSS Live · Code
Personal Portfolio Built and own it end-to-end — Framer Motion animations, Resend contact form, custom domain, CI/CD from GitHub Next.js · Tailwind CSS · Framer Motion Live · Code
Analytics Portfolio Site Standalone vanilla JS site housing all my data projects — no framework, no build tool, just clean HTML/CSS/JS HTML · CSS · JavaScript Live · Code

ML & Python

Project What it does Stack Code
GNN for Survival Prediction Titanic dataset modeled as a k-NN graph (891 nodes, 1,200 edges) — Graph Convolutional Network hitting 85% concordance index PyTorch · PyTorch Geometric Repo
Adult Income Prediction Full ML pipeline on 48K UCI Census records — Random Forest vs Gradient Boosting vs Logistic Regression, all wrapped into a reusable sklearn Pipeline Scikit-learn · Pandas Repo
Amazon Sentiment Analysis 10K Amazon food reviews classified with VADER — 88% accuracy, feature space cut 40% via tokenization Python · NLTK · VADER Repo

BI Dashboards

Dashboard What it shows Tool Link
Classic Models Sales Revenue margins, product line KPIs, and geographic sales distribution from MySQL data Power BI Repo
Netflix Content Analysis Content growth, genre trends, and geographic spread across 6,000+ titles Power BI · DAX Repo
Washington EV Population EV adoption trends, battery range vs MSRP, county-level distribution across Washington State Tableau Live Dashboard
Bike Sales Performance Global bike sales by customer demographics, product categories, and region Tableau Live Dashboard

💡 Replace the # links with your actual repo/live URLs — they all point to your GitHub profile for now.


🏢 Internships

Role When
🏛️ MNNIT Allahabad — Dept. of CSE ML Intern — built a U-Net for polyp segmentation, 95.20% precision on 1,500 colonoscopy images Jun–Jul 2024
🛰️ ISRO / IIRS Dehradun AI/ML for Geodata Analysis — satellite imagery processing under India's Dept. of Space Aug 2024
📊 Teachnook Biostatistics Intern — survival prediction with scikit-learn, 0.6942 F1-score Sep–Oct 2024
💻 Allsoft Solutions (IBM Business Partner) Full Stack Trainee — HTML, CSS, JS, Node.js, MongoDB Sep 2022

📜 Certifications

  • Coursera — Machine Learning Pipelines with Azure ML Studio (May 2026)
  • Udemy — Data Analysis: SQL, Tableau, Power BI & Excel (May 2026)
  • Coursera / UC Davis — SQL for Data Science (Aug 2025)
  • Coursera — Getting Started with Microsoft Excel (Jul 2025)
  • Accenture / Forage — Data Analytics & Visualization Job Simulation (Jul 2024)
  • Great Learning — CNNs, Classification Algorithms, Neural Networks & Deep Learning (2024)
  • Google Cloud — Beam ML for Toxicity Detection in Gaming (Nov 2023)

📬 Let's Connect

Portfolio LinkedIn Email


Looking for my first full-time role. I ship things that actually work.

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  1. PolypSeg-FullStack PolypSeg-FullStack Public

    AI-powered colonoscopy polyp segmentation using Attention U-Net. Full-stack web app with Next.js frontend and Flask backend, achieving 76.81% Dice score on CVC-ClinicDB dataset.

    JavaScript 1

  2. Data-Analytics Data-Analytics Public

    End-to-end Data Analytics portfolio featuring SQL, Power BI, Tableau, and MySQL projects focused on business intelligence, dashboarding, and real-world insights.

    HTML 1

  3. Portfolio_ Portfolio_ Public

    Personal portfolio built with Next.js 14, Framer Motion, and TailwindCSS — featuring a constellation canvas background, SVG radar skill chart, draggable cert carousel, and filterable project grid.

    JavaScript 1

  4. Graph-Based-Titanic-Survival-Analysis-GCN-k-NN Graph-Based-Titanic-Survival-Analysis-GCN-k-NN Public

    A Graph Neural Network (GCN)-based approach to predict Titanic passenger survival by transforming tabular data into a k-NN graph structure. The project includes graph construction, model training, …

    Jupyter Notebook 1

  5. Digit-Recognition-ReactJS-SCSS Digit-Recognition-ReactJS-SCSS Public

    Draw any handwritten digit and get an instant CNN prediction. Full-stack app: TensorFlow CNN + FastAPI backend (Render) + React/SCSS frontend (Vercel). Live demo inside.

    SCSS 1

  6. Amazon-reviews-vader-Sentiment-analysis Amazon-reviews-vader-Sentiment-analysis Public

    Sentiment analysis on Amazon Fine Food Reviews using VADER (NLTK), with exploratory data analysis and visualization of sentiment trends across user ratings.

    Jupyter Notebook 1