Engineering notes

Built. Tested. Explained.

The implementation, the constraints, and what the evidence actually supports.

01

Repository-verified project

Phreddit

A full-stack discussion platform with session authentication, threaded comments, reputation-aware voting, live updates, and administrator moderation.

React · Express · MongoDB · Socket.IO

02

Private project case study

Cloud Music Streaming Platform

A microservices design separating playback, recommendations, and playlists, with cached metadata and object-storage-backed media delivery.

AWS · Docker · Redis · Python

03

Private project case study

C Block Tracer

A CLI static-analysis tool for nested C-like scopes, declarations, initializations, and shadowing conflicts.

C · Parsing · Static analysis

04

Private project case study

Ecological Pyramid Simulator

A food-web simulator using a generic ternary tree, dietary constraints, traversal queries, and reversible snapshots.

Java · Data structures · JSON

05

Private experiment

Twittor Graph Engine

A directed weighted follow graph exploring degrees of separation and mutual-connection suggestions.

Java · Graph algorithms

06

Private experiment

Applicant Management System

An exercise in indexed lookup, ranked retrieval, multi-criteria filtering, and recoverable persistence.

Java · Hash maps · Priority queues

07

Private experiment

Text Similarity Analyzer

A text-comparison pipeline using weighted frequency vectors rather than surface-level string matching.

Java · TF-IDF · Cosine similarity

08

Work case study

Accessibility Automation

Batch workflows supporting document accessibility audits and remediation at Stony Brook University.

Python · Accessibility · Document workflows