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Syedd18/README.MD
Typing SVG

     



❯ About

const syed = {
  role      : "CS Undergraduate → Software Engineer & ML Engineer",
  university: "SRM University, Kattankulathur, Chennai",
  gpa       : "9.12 / 10.0",
  batch     : "2023 – 2027",
  domains   : ["Full-Stack Development", "Machine Learning", "Cloud-Native Systems"],
  status    : "🟢 Open to SWE & AI/ML Internships",
  belief    : "Ship fast. Build right. Iterate always.",
};

CS undergrad who builds things that go to production — not just demos. My work spans full-stack platforms with real auth flows and database design, to ML pipelines trained on real data. I care about clean architecture, performance under load, and code the next developer can actually read.


❯ Tech Stack

⬡ Languages





⬡ Frontend





⬡ Backend & ML





⬡ Cloud & Data






❯ Featured Projects

01 — QuizPro  Full-Stack Auth RBAC

Professional Online Quiz Platform  |  Live →

Stars Forks Last Commit

A production-grade quiz system engineered from the ground up — not a tutorial clone. Implements full role-based access control, a real admin dashboard, and a mobile-first UI built for performance.

Concern Implementation
Authentication & RBAC Supabase Auth with Admin / User role separation and protected route guards
Admin Control Panel Full quiz lifecycle management — create, edit, publish, and track results
Frontend Architecture React + TypeScript with Tailwind CSS; Vite for sub-second HMR
Deployment Zero-downtime CI/CD via Vercel with preview deployments on every PR

React   TypeScript   Tailwind CSS   Vite   Supabase   PostgreSQL


02 — CloudDrive  Full-Stack Cloud Storage ORM

Secure Cloud Storage Platform  |  Live →

Stars Forks Last Commit

A real cloud storage system with JWT-based authentication, type-safe database operations via Prisma ORM, and a complete file lifecycle. Upload, preview, full-text search, soft delete, and restore.

Concern Implementation
Authentication Stateless JWT with refresh token rotation and protected API routes
File Lifecycle Upload → Instant Preview → Search → Soft Delete → One-click Restore
Database Layer PostgreSQL + Prisma ORM for fully type-safe, migration-tracked queries
Frontend Next.js App Router with server components and streaming

Next.js   TypeScript   Supabase   PostgreSQL   Prisma ORM


03 — SkyLy  Full-Stack Data Engineering FastAPI

Air Quality Intelligence Platform  |  Live →

Stars Forks Last Commit

Full-stack AQI intelligence platform built around a modular, cloud-deployment-ready architecture. FastAPI backend with clean router / service / model separation. ML forecasting is a drop-in module — the pipeline is wired and waiting, no refactor required.

Concern Implementation
Backend Architecture Modular FastAPI service with clean router / service / model separation
Data Pipeline Ingestion → Processing → Structured storage → Live visualization
Frontend Next.js + React with interactive, Tailwind-based analytics dashboards
Extensibility ML forecasting hook embedded into the pipeline — ready to activate

Python   FastAPI   Next.js   React   Tailwind CSS


04 — Pothole Detection System  ML Computer Vision CNN

CNN-Based Road Surface Analysis System

Stars Forks Last Commit

End-to-end ML system for automated pothole detection from road imagery. Custom CNN architecture in TensorFlow/Keras, with a full preprocessing and data augmentation pipeline and a desktop GUI for real-time inference.

Concern Implementation
Model Architecture Custom CNN built from scratch — no pretrained backbone
Data Pipeline Image preprocessing + augmentation for improved generalization
Evaluation Precision, Recall, F1-Score with confusion matrix visualization
Inference Real-time desktop GUI for live, frame-by-frame classification

Python   TensorFlow   Keras   CNN   Computer Vision


❯ Research & Recognition

📄 "Intelligent Home Automation System with Weather Forecasting and Alert Integration"

Peer-reviewed paper presented at the International Symposium on Electronics & Devices (ISED 2025), hosted at National Institute of Technology, Raipur.


❯ Education

B.Tech — Computer Science (Information Technology) SRM University, Kattankulathur, Chennai  ·  Aug 2023 – May 2027  ·  GPA: 9.12 / 10.0

DSA  ·  DBMS  ·  Operating Systems  ·  Computer Networks  ·  Machine Learning  ·  AI  ·  Software Engineering


❯ GitHub Stats

 
GitHub Streak

❯ Currently Exploring

  Machine Learning       →   Model deployment, MLOps, LLM fine-tuning
  System Design          →   Distributed systems, caching, API design at scale
  Data Engineering       →   ETL pipelines, stream processing, analytics infra
  Cloud-Native Systems   →   Containerization, serverless, observability tooling
  Computer Vision        →   Object detection, segmentation, real-time inference

Actively seeking SWE & AI/ML internship opportunities. If you're building something meaningful — I'd like to be part of it.


     


Engineered with intent. Deployed to production. Always improving.

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