Portfolio

Python Crash Course Notebooks

Clean, beginner-friendly Python notebooks: data types, OOP, files, tests.

PythonEducation

GitHub

Fake News Detection (NLP)

ISOT + LIAR datasets; classical ML vs Bi-LSTM/GRU/CNN comparison; F1↑

NLPTransformersPyTorchMLDeep Learning

GitHub

GitHub Auto Uploader

CLI that initializes repos, pushes code, and sets branch protections.

DevToolsNode/PythonAutomation

GitHub

Vehicle Classification

CNN model classifying vehicle types; balanced dataset, real-world images.

CVCNNPyTorch

GitHub

Loan Approval Prediction

End-to-end ML pipeline: feature engineering, XGBoost, SHAP explainability.

Tabular MLXGBoost

GitHub

Employee Turnover Prediction

Churn model with calibrated probabilities and actionable insights.

HR Analyticsscikit-learn

GitHub

Snake Game

Classic Snake with clean architecture and adjustable difficulty.

GameOOP

GitHub

Real Estate Price Prediction

Geospatial features + LightGBM; robust evaluation and cross-city generalization.

RegressionLightGBM

GitHub

Car Dealer Website

Next.js + Tailwind marketing site with inventory grid and contact lead form.

WebNext.js

GitHub

Parking Lot Classification

Aerial imagery classifier to detect lot occupancy.

CVPythonMachine Learning

GitHub

Royal Falcon Website

Corporate website with CMS-ready sections and responsive components.

WebUIReact

GitHub

Food Waste Predictor

Time-series + tabular model to forecast waste and optimize orders.

Machine LearningTime SeriesForecasting

GitHub

Interactive Learning & Quiz Platform

Interactive learning and quiz platform.

JavascriptBackendHTML/CSS

GitHub

LLM powered AI Game

An AI agent plays a simple game using LLMs to decide actions and plan moves.

LLMOpsAgentsPrompting EngineeringGenerative Models

Kaggle