Ishaan Koradia
Resume & Experience

Background & Qualifications

Detailed history of academic coursework, engineering projects, software technical skills, and achievements.

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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
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