Hi, I'm Preyum Kumar
Full Stack AI Engineer | MLOps | Open Source Enthusiast
Transforming complex data into interactive experiences. I am a Full Stack Developer with a specialized background in AI, capable of embedding real-time image processing and LLM-driven features directly into modern web architectures. I don't just build websites; I build systems that think.
About Me
Learn more about my background and experience
Currently working as Program Associate II at IITGN R&D, where I specialize in creating and maintaining robust data pipelines. I've developed chatbots capable of intelligent user interactions and work as a data engineer, designing and optimizing data structures to meet evolving pipeline requirements.
I completed my Master of Technology (MTech) in Computer Science and Engineering from Indian Institute of Technology Gandhinagar (IITGN), specializing in Computer Vision (CPI: 8.25). During my studies, I pursued additional courses and projects in Natural Language Processing (NLP), bridging my interests between vision and language models.
I earned my Bachelor of Technology (BTech) in Computer Science from North Eastern Regional Institute of Science and Technology (NERIST) with a CPI of 9.43. This foundation equipped me with strong fundamentals in computer science and problem-solving skills.
Quick Facts
- →Program Associate II at IITGN R&D
- →MTech (CSE) from IITGN - CPI 8.25
- →BTech (CS) from NERIST - CPI 9.43
- →Expertise: Computer Vision, NLP & Data Pipelines
- →Full Stack AI Engineer
- →Open Source Contributor
Featured Projects
Checkout some of my recent work
QR Code Designer
A beautiful, full-featured QR code designer built with Next.js and qr-code-styling. Generate, customize, and export designer QR codes with preset themes, advanced styling (dot & corner styles, colors, error correction), and multiple export options (PNG, SVG, JPEG, clipboard).
Portfolio Website
Modern, responsive portfolio built with Next.js (App Router) and TypeScript. Showcases projects, skills, blogs, and contact information. Includes a dark/light theme toggle (next-themes), responsive layouts with Tailwind CSS, project cards with cycling image galleries, and a dedicated projects page. Live demo and source code are linked.
Skills & Technologies
Technologies and tools I work with
Programming
- Python
- C++
- Go
- Java
ML & AI
- TensorFlow
- PyTorch
- Scikit-learn
- Hugging Face
- Transformers
- OpenCV
- Ollama
Tools
- Git
- Docker
- VS Code
- Vercel
- GitHub
- MLFlow
- Netlify
Frontend
- React
- Next.js
- TypeScript
- Tailwind CSS
- JavaScript
Backend
- Node.js
- Express
- PostgreSQL
- MongoDB
- Firebase
Others
- REST APIs
- GraphQL
- WebSockets
- Agile
- Problem Solving
Latest Blog Posts
Tips, tutorials, and insights from my journey
Modern JavaScript Essentials: From Basics to Asynchronous Programming
In an AI-driven world, a strong foundation in core technologies is essential. To keep my skills sharp, I'm starting a regular blog series covering the tech stack I use. Welcome to the first post in my Next.js journey, where we'll start by mastering the JavaScript fundamentals.
Modern React Essentials: From Component Architecture to Advanced Hooks
In an AI-driven world, we should keep our basics clear at all times. This is the second post in my next.js learning series where we will learn about React as it's a fundamental part of Next.js. In the future, I may also add an optional HTML & CSS post, but since I'm already familiar with their fundamentals, I'm not creating one just now.
Modern Next.js Essentials: Building Scalable Full-Stack Applications
In an AI-driven world, we should keep our basics sharp at all times. This is the final post in my next.js learning series where we'll go over the fundamentals of Next.js.
Mastering DVC and MLflow for MLOps: A Practical Guide
In this AI-driven world, managing experiments and data versions is just as important as the model architecture itself. This guide covers the essentials of Data Version Control (DVC) and MLflow, the industry-standard tools for reproducible machine learning.
Understanding REST APIs
REST (Representational State Transfer) is the architectural standard for modern web services. This guide explains what APIs are, the specific rules of REST, and how to implement them using FastAPI.