Shivansh
Mishra

Nyaya Mitra — AI Legal Super-App

💡 Problem: Legal help is inaccessible to 90% of India's population due to cost & complexity.

AI-first legal accessibility platform with a "Raksha Mode" emergency logic system. Demonstrates product thinking, system architecture, and AI-first design for high-impact social problems. Pitched at ENTREPRENIA 2025.

Contact Forge — Cloud Web App

💡 Shipped a functional cloud web application.

A robust cloud-hosted web application deployed on Vercel. Demonstrates modern web development workflows, cloud deployment, and creating functional, user-centric interfaces.

ML Career Roadmap — Learning Guide

💡 A comprehensive guide for aspiring ML engineers.

Structured roadmap covering fundamentals, projects, tools, and career paths for data science and machine learning. Built to help others navigate the complex AI ecosystem.

BankChurners — Customer Churn Analysis

💡 Analyzed 10,000+ customer records to identify who leaves a bank and why.

Full EDA on real banking dataset: churn segmentation, correlation heatmaps, feature importance ranking, and retention strategy recommendations. Deployed as an interactive web report.

House Price Prediction — End-to-End ML

💡 Full pipeline: raw data → trained model → live Streamlit app in production.

Complete ML pipeline from data cleaning through EDA, feature selection, multiple regression models, cross-validation, to a deployed Streamlit app serving real-time predictions. Best model selected by RMSE + R².

Car Price Prediction — GridSearchCV

💡 Compared 4 regression algorithms with 5-fold CV to find optimal used-car pricing model.

Feature engineering on structured auto data (mileage decay, age curves, brand encoding). GridSearchCV hyperparameter tuning. Documented model selection rationale with residual plots.

Iris Classification — Multi-Model Benchmark

💡 Benchmarked KNN, SVM, Decision Tree & Logistic Regression on the same dataset.

Comparative ML study with decision boundary visualizations, accuracy/precision/recall per model, and systematic model selection reasoning documented with Matplotlib charts.

Unemployment Trends — Data Storytelling

💡 Turned raw government data into clear visual narratives for decision-making.

Temporal trend analysis, regional unemployment comparisons, and policy-relevant insights derived from real open datasets. Demonstrates data storytelling and business-framed reporting skills.

Kaggle-Boost — Profile Automation

💡 Automated scraping + dataset packaging to grow Kaggle visibility.

Python automation pipeline that orchestrates data scraping, cleaning, packaging, and uploading to Kaggle. Demonstrates scripting, API integration, and workflow automation skills.

Text-to-Handwriting Converter

A creative web tool converting digital text into handwritten-style output using Canvas API, custom fonts, and image generation techniques.

Secure Password Generator

A production-ready web application for generating cryptographically secure passwords with customizable length and character types.

TypeMaster Pro

A fully featured, highly polished typing speed test web application built entirely with HTML, CSS, and Vanilla JavaScript, featuring multiple themes and analytics.