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M-R-Saad/README.md

Muhaiminul Rashid Shad

Full-Stack Developer · ML Researcher · CS Grad Student

LinkedIn Gmail GitHub

👨‍💻 About Me

  • 🎓 MSc in CSE @ United International University.
  • 🌐 Building full-stack apps with the MERN stack, Next.js, and Django.
  • 🧠 Researched on Video Moment Retrieval and multi-modal deep learning.
  • 📄 Planning to publish in ML/DL — watch this space.
  • 🎮 Game development is on the horizon, one day:D

🛠️ Tech Stack

Programming Languages

JavaScript TypeScript Python C C++ C# Java PHP

Frontend Development

Next.js React Vite Tailwind CSS Bootstrap HTML5 CSS3

Backend Development

Express.js Node.js Django Django REST

Databases

PostgreSQL MongoDB MySQL Redis

Auth & Real-time

JWT WebSocket Celery

AI & ML

PyTorch Scikit-Learn NumPy Pandas

Tools & Platforms

Docker Git Firebase Cloudinary Vercel Render Netlify Postman Figma

🌐 Software Projects

🚀 Nexus — Developer Collaboration Platform (In Progress)

A full-stack platform where developers can discover projects to join, post ideas seeking teammates, and collaborate through a shared workspace — Kanban board, real-time team chat, notifications, and activity tracking. Think GitHub meets Trello, built for developers who want to find a team and ship together.

Django Django REST Django Channels React Vite PostgreSQL Redis Celery JWT Tailwind Docker Cloudinary Render Vercel

📁 Repo (coming soon)

🍽️ DineFlow — Restaurant Management Platform

Full-stack restaurant platform with customer ordering and admin analytics. Features menu browsing with search/filter/sort, real-time order tracking, table reservation, and an admin dashboard with revenue analytics, inventory alerts, and role-based access control.

React Vite Node.js Express.js MongoDB Firebase JWT Tailwind Cloudinary Render

🌐 Live Site · 📁 Client Repo · 📁 Server Repo

💼 UpLink — Job Board Platform

Full-stack job board with seeker, employer, and admin roles. Includes a resume builder with live preview + PDF export, application status pipeline, keyword-based job alerts via email, and employer analytics dashboards. Built on Next.js 14.

Next.js React MongoDB Tailwind JWT Zod Cloudinary Vercel

🌐 Live Site · 📁 Repo

🧠 SoulLift — Mental Health Platform

Connects patients with certified therapists for appointment booking, expert-authored blogs, course enrollment with progress tracking, and secure session-based auth with XSS prevention.

PHP MySQL JavaScript Tailwind

📁 Repo

🔧 GearSync — Vehicle Service Management

Desktop app with three-role system (customer, mechanic, admin), real-time in-app messaging, tiered car wash booking, parts inventory tracking, and professional PDF invoice generation.

Java JavaFX MySQL Maven

📁 Repo

🤖 AI & ML Projects

📹 Tackling Temporal Misalignment in Video Moment Retrieval

Undergraduate thesis. Built a custom surveillance dataset (200 videos, 622 action classes) to address domain gaps in benchmarks like Charades-STA. Evaluated 6 transformer-based VMR models and designed a multi-modal encoder-decoder integrating video, audio, and text. Deployed on Raspberry Pi 4B with InsightFace + YOLOv8, with a React Native app for real-time moment retrieval.

Python PyTorch YOLOv8 React Native Raspberry Pi

📊 Dataset

📈 SaaSRevCast — Revenue Forecasting Pipeline

ML pipeline forecasting SaaS revenue across 2,500+ records (2020–2024). Compared Linear Regression, Random Forest, XGBoost, and SVR with Optuna hyperparameter tuning (30+ trials). Applied SHAP for feature interpretability, evaluated with RMSE, MAE, and MAPE.

Python Scikit-Learn XGBoost NumPy Pandas

📁 Repo

📊 GitHub Stats

GitHub Streak

Top Languages

Always open to collaborating on interesting problems — feel free to reach out!

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  1. UpLink UpLink Public

    💼 A modern full-stack job board platform built with Next.js, featuring SEO-optimized job listings, in-app resume builder, smart job alerts, and role-based dashboards for job seekers, employers, and…

    JavaScript

  2. DineFlow-client DineFlow-client Public

    🍽️ A modern restaurant management platform built with React, Vite, and Firebase, featuring online ordering, table reservations, inventory tracking, and a powerful admin dashboard.

    JavaScript

  3. DineFlow-server DineFlow-server Public

    🚀 A scalable Node.js REST API for restaurant management, featuring JWT authentication, role-based access control, MongoDB integration, inventory management, and booking/order workflows.

    JavaScript

  4. SaasRevCast SaasRevCast Public

    📈 A machine learning pipeline for SaaS revenue forecasting using time-series regression, Optuna hyperparameter tuning, and SHAP-based model explainability.

    Jupyter Notebook

  5. SoulLift SoulLift Public

    🌿 A comprehensive mental health and wellness platform that connects individuals with certified therapists, offers appointment booking, blogs, courses, and personalized progress tracking.

    PHP

  6. GearSync GearSync Public

    🚗 A smart vehicle service management system built with JavaFX — connecting car owners, mechanics, and service providers for seamless maintenance, parts management, and car wash bookings.

    Java