The lab

A CNN trained on MNIST behind a drawing canvas — convolution, ReLU and max pooling implemented as an explanation rather than an import. Draw a digit, watch the softmax argue with itself.

• Python
• PyTorch
• Flask
• CNN

Image manipulation written against raw pixel data for a data structures course, back when the interesting part was the array and not the library wrapping it.

• Python
• Algorithms

A reference repository of data structure implementations, kept because writing one is the only reliable way to stop misremembering how it works.

• Python
• C

A frontend for hitting any backend: URL, JSON body with syntax highlighting, send, read the response. Written during a stretch of building APIs where the debugging loop was the slow part.

• React
• Tailwind CSS
• Axios

Builds, grades and critiques resumes. FastAPI and MongoDB underneath, Next.js on top, Firebase handling auth.

• Python
• FastAPI
• Next.js
• MongoDB
• Firebase

Course and goal tracking with no backend at all — everything lives in browser storage. A deliberate exercise in how much application you can build with nothing behind it.

• React
• Tailwind CSS
• Framer Motion

A Discord bot that watches Minecraft account uptime on Hypixel and reports it. Small, dumb, ran for months.

• Python
• discord.py

A Next.js frontend over a FastAPI service, testing how far model-generated code holds together when it has to compose into a project rather than a snippet.

• Next.js
• TypeScript
• FastAPI
• Python

A domain-specific advisory portal — the interesting constraint being how quickly a general model becomes unhelpful once the questions get specific.

• Next.js
• TypeScript
• FastAPI
• Python

An assistant built as a NoSQL mini-project, where the database design was the assignment and the assistant was the excuse.

• JavaScript
• NoSQL

The Kotlin port — the same ideas as Ghost rebuilt as a Forge 1.8.9 mod compiled to a JAR, with mixins and access transformers instead of a scripting runtime.

• Kotlin
• Java
• Forge
• Gradle

The first version, and the one that taught me how fast a feature list turns into an architecture problem.

• JavaScript
• ChatTriggers

Dungeon quality-of-life: stat lookups, personal-best checks, a config GUI. The one that started it.

• JavaScript
• ChatTriggers

It fishes for you. That is the entire README, and it is accurate.

• JavaScript

A centralised student activity record for higher-education institutions — uploads, faculty validation, resume generation and compliance reporting. Built for Smart India Hackathon problem statement SIH25093.

• Next.js
• TypeScript
• React

Scheduling, paging and synchronisation algorithms implemented in Python. Written out longhand because the exam version never explains why anything deadlocks.

• Python

Drug sales trend analysis with pandas and seaborn, including time-series decomposition for seasonality. An internship final project.

• Python
• pandas
• Matplotlib
• Seaborn