Projects & Architecture

A collection of my engineering work across AI products, machine learning, data analysis, and automation tools. Click any project to see what was built, how, and what issues came up.

Live Products

Teachling LIVE

React + TypeScript Node.js / Express Vertex AI Supabase SaaS

A learn-by-teaching web and Android app that flips the quiz model — you explain concepts to an AI student (Pip), an AI tutor (Sage) helps when you're stuck, and an understanding score tracks how well you've taught. Built around the Feynman Technique.

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Machine Learning & Data Analysis

Placement Predictor ML System

Scikit-Learn Classification

An end-to-end machine learning pipeline predicting student placement outcomes based on historical and academic profiling data using Random Forest.

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Predictive Modeling for Agriculture

Feature Selection Decision Trees

Identified the single soil feature that best predicts crop type using classification models to reduce laboratory testing costs for global farmers.

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Netflix Movies Data Analysis

Python Exploratory Data Analysis

Exploratory data analysis investigating the downward temporal trend of feature film runtimes to establish strategic production constraints.

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Data Storytelling: College Majors

Data Visualization Random Forest Regressor

Explored extreme employment and salary variance across 170+ college majors to visually guide incoming high school graduates.

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Remote Work Case Study

Business Analytics K-Means Clustering

Translated HR telemetry and productivity markers into explicit K-Means workforce segments to define optimal remote policies without relying on biased anecdotes.

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Personal Finance Automation

Google Forms Google Sheets

A Google Form that logs income, expenses, and savings, connected to a Sheets dashboard with filters, charts, and summary metrics that update automatically.

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AI Tools & Experiments

OpenAI API Travel Assistant

OpenAI API Few-Shot Prompt Engineering

Constructed a deterministic Travel Assistant constrained heavily via few-shot injection to guarantee structured JSON output routing queries locally in Paris.

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AI Book Scanner Automation

Gemini Vision API Make.com

An automation pipeline that takes a photo of a book sent via Telegram, sends it to Gemini Vision to extract title, author, and genre, and logs it to a Google Sheet.

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Goal Finisher GPT

Prompt Engineering Custom GPT

A Custom GPT configured to act as a strict task-completion coach — breaks your goal into steps and won't let you move on until you've done the current one.

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Private Moodle for Offline Quizzes

Moodle Education Tech

Set up a local Moodle server with the offline quiz plugin to run auto-graded paper quizzes without internet access. Grading step is still a work in progress.

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Google Drive Folder Creator (AppScript)

Google AppScript Workflow Automation

A short AppScript that reads folder names from a Google Sheet and creates the full folder/subfolder structure in Google Drive automatically.

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