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Humza Rabbani

PORTFOLIO

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Projects

Projects

Real-Time 3D Apple Detector

2024

Custom YOLOv8 and ZED SDK-based vision model for real-time 3D apple detection. Built for Daxo Industries (no code due to NDA). 

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InstaHub Analytics Platform

2023

A web interface for InstaHub customers to view live data and analytics for their InstaHub energy sensors. Full-stack React + Node.js web application built for InstaHub (no code due to NDA)

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PB-Connect

A full-stack Django/MySQL volunteer management system for Peninsula Bridge. Used by 800 students, 400 volunteers, 10 staff members daily. $3,500 in funding.

2020-2022

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2021

Fall Detection System - Dragonfruit AI

Developed a vision-based, convolutional fall detection system based on pose estimation (no code linked due to NDA). Completed as part of an internship with Dragonfruit AI. Used Python, OpenPose.

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Vending Machine Finite State Machine

2021

Finite State Machine implementation for a vending machine (Python)

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Shades Chrome Extension

2023

A Chrome extension that gives Shades users additional context from the Shades app as they browse. Full-stack React + Node.js + Firebase Chrome extension built for Shades (no code due to NDA)

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Resilience Education Collateral Consequences Dashboard

2022

A tool to help formerly incarcerated persons navigate employment requirements. Full-stack React + Node.js web application built for Resilience Education.

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Nueva Writing and Research Center Website

2020-2022

Built + maintained new UX and middleware using LibGuides for CMS based on staff needs; 528.5% year-over-year increase in total site visits, featured on Springshare's "Product Highlights"

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Flock

2021

A group safety bracelet designed to keep you and your friends connected, safe, and up-to-date on what’s going on when you’re out having fun. Developed during M&TSI 2021.

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Chicken/Egg Detector

2020

A custom YOLOv3 convolutional single-shot object detection system (Python) for identifying, classifying, and counting chickens and eggs in a real farm setting.

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2020-2022

Doceo

Led team of 5 in developing an online platform for student entrepreneurs to collaborate.

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Elon Musk Tweet Generator

2020

Used Word2Vec, Keras Tokenizer, and EmbSim (Python) to construct and train custom LSTM recurrent neural network for text generation.

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NYC Test Scores Support Vector Machine

2019

Used SVM (Python) to determine the birth month of NYC students based on New York City’s Gifted and Talented Test data.

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NBA Position Clustering

2019

Used k-means, DBScan clustering (Python) to determine NBA player position based on stats (e.g., height, points, assists, rebounds, MPG)

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Kickstarter Campaign Data Analysis

2018

Used Pandas Python library to analyze trends in Kickstarter campaign success across multiple variables (category, requested funding, etc).

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2019

Votr

Interviewed voters and campaign managers about political engagement/representation and designed a voter-engagement app.

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Portable Xbox Briefcase

2018

Designed and fabricated a briefcase to transport a complete Xbox setup at 1/3 the cost of existing products.

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