Data Science Portfolio + Interactive Web App

Hi, I'm Ishaan Koradia

I am

Recent UCSD Cognitive Science (ML & Neural Computation) graduate. I design, train, and deploy AI models, automation scripts, and interactive web data tools.

Explore Projects View Resume

UCSD ML & Data Science

AI Bots & Automation

Live GitHub Analytics

loading Midnight Haze 3D...

Currently Building & Exploring

Deep Learning & PyTorch ModelsWebGL & Three.js 3D VisualizationsPrompt Engineering & Agent PipelinesHigh-Velocity Python Web Scraping

Get to know more about me

About Me & Background

AI Engineer & Automater

Hi, I'm Ishaan Koradia, an AI Engineer fascinated by the intersection between Artificial Intelligence and Machine Learning. What started with small shortcuts in Apple Automation has evolved into building robust Python web scrapers, automated Twitter/X bots, Discord ML models, and interactive WebGL web apps.

Machine LearningPython ScrapingAI Bots

UC San Diego (UCSD) Alum

B.S. in Cognitive Science with a Specialization in Machine Learning and Neural Computation with Data Science. Active in Data Science Student Society (DS3), Cognitive Science Student Association (CSSA Web Team), and Computer Science and Engineering Society (CSES).

DS3 MemberCSSA Web TeamCSES Dev

Projects Showcase

Featured Work & AI Builds

Machine Learning2024

Transformi! ML Discord Bot

A Discord bot capable of parsing unstructured user datasets and dynamically fitting Linear Regression models with plots.

⚡ Highlight: Instant ML model fitting & visualization

PythonScikit-LearnDiscord APILinear RegressionMatplotlib

Source Code

Automation2023

Daily Motivation Twitter/X Bot

Automated Twitter/X bot delivering motivating quotes daily and collecting poll statistics in PostgreSQL to analyze engagement trends.

⚡ Highlight: Daily polls across 5,000+ impressions

PythonPostgreSQLTwitter APIAutomationNLP

Source Code

AI & Web2023

NotesTaker AI

An AI-powered audio pipeline that converts lecture audio directly into structured freeform notes in Google Drive.

⚡ Highlight: Automated audio-to-notes transcription

PythonAIWhisperGoogle Drive APINLP

Source Code

Machine Learning2023

Data Scraping & Vision AI Pipeline

Automation script utilizing OpenCV and AI to filter high-velocity tweets based on custom visual conditions.

⚡ Highlight: Processes 1,000+ tweets/min

PythonOpenCVMachine LearningWeb ScrapingAI

Source Code

Data Visualization2024

Interactive Data Science Showcase

A dynamic web data product featuring real-time GitHub API analytics and dynamic project recommendation engine.

⚡ Highlight: Real-time API & 3D WebGL hero

Next.jsReactTypeScriptThree.jsTailwind CSS

Source Code Live App

Real-Time GitHub API Integration

Live Profile Summary

@ishaankor

API Live

...

Public Repos

Stars

...

Total Stargazers

Network

...

Followers

Status

Active

Building AI

Top Code Languages

Popular Repositories

Interactive Recommender Demo

Smart AI Project Matcher

Type a topic, skill, or tool below to get instant matching projects from this portfolio.

Quick suggestions:

Featured Recommendations (3)

Machine Learning2024

Transformi! ML Discord Bot

A Discord bot capable of parsing unstructured user datasets and dynamically fitting Linear Regression models with plots.

PythonScikit-LearnDiscord API

View Source

Automation2023

Daily Motivation Twitter/X Bot

Automated Twitter/X bot delivering motivating quotes daily and collecting poll statistics in PostgreSQL to analyze engagement trends.

PythonPostgreSQLTwitter API

View Source

AI & Web2023

NotesTaker AI

An AI-powered audio pipeline that converts lecture audio directly into structured freeform notes in Google Drive.

PythonAIWhisper

View Source

Technical Capabilities

Tech Stack & Skills Matrix

Machine Learning & AI

Predictive modeling, regression analysis, computer vision, and NLP pipelines.

PythonCore Language

Scikit-LearnML Framework

OpenCVComputer Vision

Pandas / NumPyData Wrangling

PyTorchDeep Learning

Production Ready

Data Engineering & Automation

Web scraping, API integration, database design, and workflow automation.

PostgreSQL / SQLRelational DB

Web Scraping & APIsData Extraction

Git / GitHub ActionsCI/CD

DockerContainerization

FastAPI / Node.jsBackend APIs

Production Ready

Web Engineering & 3D Viz

Modern full-stack web engineering with interactive 3D WebGL graphics.

TypeScript / ReactFrontend

Next.js (App Router)Framework

Three.js / WebGL3D Visuals

Tailwind CSSStyling

D3.js / Chart.jsDataviz

Production Ready

Academic & Technical Background

Education & Experience

Graduated

B.S. in Cognitive Science (Specialization in Machine Learning & Neural Computation)

La Jolla, CA

University of California, San Diego (UCSD)

•Specialized in Machine Learning Algorithms, Neural Computation, Data Structures & Algorithms, and Data Science.
•Active member in Data Science Student Society (DS3), Cognitive Science Student Association (CSSA Web Team), and Computer Science and Engineering Society (CSES Front-End Developer).

Machine LearningNeural ComputationData SciencePythonC++Statistics

2024

Lead Developer — Transformi! ML Discord Bot

Remote

Independent ML Development

•Engineered an interactive Discord bot enabling users to generate linear regression models from custom data uploads.
•Implemented real-time plot generation, correlation evaluation, and statistical reporting directly within Discord channels.

PythonScikit-LearnMatplotlibDiscord API

2023

Creator & Automation Engineer — Daily Motivation Bot

Remote

Independent Product

•Developed automated Python scripts that published daily content and weekly interactive polls to Twitter/X.
•Stored response telemetry in PostgreSQL to analyze engagement trends over time.

PythonPostgreSQLTwitter APICron Automation

Get In Touch

Let's Build Something Impactful

Have a machine learning project, AI automation inquiry, or data science collaboration opportunity? Send a message directly or connect via social channels below.

Direct Email

ishaankoradia@gmail.com