Projects | Yash Nishit Kapadia

Featured Project

Active Development Incubated by SICIEEIL

EarlyMind →

Early screening support for neurodevelopmental differences in young children. Built with a custom AI stack powering an HTML/CSS frontend and Flask backend. Data collection conducted through firsthand research, interviews, and feedback sessions, with data science methodologies applied to form validated datasets.

Custom AI Stack HTML/CSS Flask Data Science Firsthand Research

Currently Building

● In Development

📈 Belief & Risk Engine →

An open-source educational stock app for paper trading and research. Features a deep learning stack, reliability layer, and LLM integration for intelligent market analysis.

Deep Learning LLM Python Open Source

● In Development

🚗 Downtown Toronto Traffic Predictability

Statistical learning models to improve reliability of travel time forecasts and congestion signals using time-series analysis and demand elasticity modeling.

Python Time-Series scikit-learn Data Analysis

Completed Projects

✓ Completed

🌐 Portfolio Website

This very website! A newspaper-inspired portfolio built with vanilla HTML/CSS. Features editorial typography, newsletter integration via Google Apps Script, and responsive design.

HTML5 CSS3 JavaScript GitHub Pages

✓ Completed

📊 ML Model Implementations

Hands-on implementations from ECE421: Linear/logistic regression, SVMs, MLPs with backprop, PCA, k-means, GMM/EM. Focus on generalization bounds and model selection.

Python NumPy scikit-learn TensorFlow

✓ Completed

🔧 Computer Architecture Labs

ECE352 projects: Single/multi-cycle & pipelined datapaths, cache implementations, virtual memory, branch prediction, and FPGA-based SRAM interface on DE1 board.

NIOS V Assembly SystemVerilog FPGA ModelSim

✓ Completed

💳 Payments & Tax Integration

Full Stripe integration with international tax handling (GST/VAT). Built as part of a production Django REST Framework backend with proper OAuth/SSO security.

Stripe Django REST OAuth/SSO PostgreSQL