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Sumith2104/README.md

๐Ÿ‘‹ Hi, I'm Sumith U.

Software Engineer | AI/ML Architect | Full-Stack Developer

I am a passionate Full-Stack Software Engineer and aspiring AI Researcher based in India ๐Ÿ‡ฎ๐Ÿ‡ณ, currently pursuing a B.Tech in CSE (AI & ML) at Reva University.

I specialize in architecting scalable cloud-native applications, serverless database engines, and AI-driven platforms. I thrive at the intersection of complex backend infrastructure and stunning, high-performance UIs.

Architect. Build. Scale. Iterate.

My primary focus is bridging the gap between cutting-edge Artificial Intelligence research and highly scalable production-grade SaaS products.


๐Ÿ› ๏ธ Technical Arsenal

๐Ÿ’ป Languages & Core

TypeScript Python SQL Java

๐ŸŽจ Frontend & Design

NextJS React TailwindCSS Framer Motion

โš™๏ธ Backend & Architecture

Node.js Express Flask Google Cloud MySQL

โ˜๏ธ Cloud, DevOps & Storage

AWS Vercel Firebase Supabase

๐Ÿง  AI, ML & Data Science

PyTorch OpenCV Jupyter OpenAI API


๐Ÿ† Flagship Project: Fluxbase โšก

Fluxbase is a proprietary, next-generation Serverless Database-as-a-Service (DBaaS) built for fast-moving startups. It bridges the gap between predictable relational queries and infinite NoSQL scale.

๐Ÿ’ก Architectural Highlights:

  • โšก Serverless SQL-to-NoSQL Engine โ€“ Features a custom Node.js AST (Abstract Syntax Tree) parser that translates complex standard SQL queries directly into optimized Google Firestore document operations in real-time.
  • ๐Ÿ” Edge-Ready Security โ€“ Scoped, granular API keys authenticated at the edge, allowing zero-config safe external embedding for client applications.
  • ๐Ÿ“Š Real-Time Telemetry โ€“ Built-in Vercel-style analytics pipeline to monitor query distribution and latency instantly.
  • ๐ŸŽจ Premium IDE Experience โ€“ A stunning, dark-mode first Table Editor and raw SQL interactive scratchpad featuring split resizable panels and history tracking.

Tech Stack: Next.js 15, React, Node.js AST Parser, Google Cloud Firestore, Tailwind CSS, Radix UI


๐Ÿ—๏ธ The GymTrack SaaS Ecosystem

A comprehensive, multi-tenant SaaS ecosystem bridging facility management with modern member experiences.

System Overview Tech Stack
GymTrack Admin (Superadmin Portal) The central command center for multi-gym oversight. Features a groundbreaking Glassmorphism UI/UX with fluid liquid animations, floating neon geometries, and a frosted glass aesthetic. Fully migrated to execute upon the proprietary Fluxbase data layer. Next.js, Tailwind (Glassmorphism), Fluxbase DBaaS
GymTrack Member Hub A high-performance, mobile-first PWA (Progressive Web App) for gym members. Offers dynamic digital QR IDs, real-time class bookings, and workout logging. Fully integrated with Fluxbase for zero-latency data syncing. Next.js, Fluxbase, PWA Architecture
GymTrack Lite Core The infrastructural SaaS backend driving the ecosystemโ€”handling automated promotional email workflows, real-time platform analytics, and secure check-in validation. Next.js, AWS, Node.js, Nodemailer

๏ฟฝ Additional Engineering Ventures

Project Description Tech Stack
AI-Powered Dating App A highly-interactive swipe-based application with real-time WebSocket chat and fluid gesture animations. Next.js, Framer Motion, Supabase
Biometric Attendance System A scalable security check-in system utilizing OpenCV for facial recognition and barcode processing. Python, OpenCV, MySQL
Smart Hotel Operations Lightweight desktop billing application featuring instant UPI QR code generation and offline resilient storage. Python, Tkinter, SQLite

๐ŸŽฏ Career Trajectory

  • ๐Ÿง  AI & ML Integration: Deepening expertise in deploying custom LLMs, RAG pipelines, and scalable MLOps infrastructure.
  • โ˜๏ธ Cloud-Native Architecture: Architecting highly concurrent, serverless microservices using AWS Lambda & API Gateway.
  • ๐ŸŒ Open Source: Actively building and publishing developer-first infrastructure tools and libraries.
  • ๐Ÿ’ผ Ultimate Goal: To lead as a Principal AI/Full-Stack Engineerโ€”merging complex machine learning models with massively scalable consumer products.

๐ŸŒ Let's Connect

LinkedIn
Gmail


โšก Engineering Philosophy

"If it doesn't automate, optimize, or scale โ€” I'm not interested."

Pinned Loading

  1. Gymtrack-lite Gymtrack-lite Public

    TypeScript 1

  2. RevaDates RevaDates Public

    TypeScript 1

  3. Plagiarism-Scan Plagiarism-Scan Public

    Python