Steven Song 🌻

Steven Song

Software Developer & Data Science Practitioner

Teledyne

👋 Hi, there! I’m Steven, I thrive on uncovering insights from data and creating fun applications to solve problems! Let’s Connect!

Check out my resumé and portfolio below 🚀

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Mechanics - AI (In Progress)

Mechanics - AI (In Progress)

Mechanics AI is a web application powered by an intelligent chatbot that acts like an experienced mechanic. Thinking of buying a car? Use Mechanics AI to explore common issues reported by existing owners and learn about user complaints. Already own a car and facing problems? The chatbot can help diagnose your issue and provide potential solutions, including relevant service bulletins and repair manuals. With Mechanics AI, make informed decisions and get expert guidance for your car needs.

PDF Tailor

PDF Tailor

PDF Tailor is a desktop application that allows you to merge, split, and customize PDF files securely on your own computer without uploading sensitive data to untrustworthy online services.

Property Value Forecast

Property Value Forecast

Property investment is highly valued by realtors, investors, families, renters, and landlords, each seeking to maximize their financial outcomes. Our objective was to develop methods for forecasting home values, using Zillow’s Home Value Index (ZHVI) as a proxy.

Stock Sentiment Analyzer

Stock Sentiment Analyzer

The Stock Sentiment Analysis project is a machine learning application that predicts stock price movements by analyzing the sentiment of news articles. Using NLP techniques, it scans and interprets headlines and reports to detect emotional tones and correlates them with market trends.

US Housing Analysis

US Housing Analysis

This project is a comprehensive analysis of the US housing market, including data collection, cleaning, and analysis and visualization. It uses various techniques to understand the market trends and patterns.

Qubic

Qubic

Qubic is an Open Source, Extendable design for a tech/learning toy. It is built with Microservice Architecture and has the ablity to bundle code remotyly and swap live bundles on-the-fly. It has several fun in-built apps, Snack Game, Snow Globe and Tag game.

Tissue Ball Detector

Tissue Ball Detector

The Tissue Ball Detector is a lightweight algorithm designed to identify tissue balls using pure machine vision techniques. This detection algorithm is intended for integration into a robotic arm pick-and-place project, enabling precise and efficient object recognition

Rental Tinder

Rental Tinder

Rental Tinder is a Android&ios cross-platform mobile app. It provides a safe and entertaining way to build connection bewtween landlords and tenants.