Aspiring full-stack developer passionate about building scalable applications and intelligent, data-driven systems. Driven to leverage AI and emerging technologies to solve real-world problems.
My name is Tarun Karnati, and I am an aspiring Full Stack Developer passionate about building scalable applications and intelligent, data-driven systems. I thrive on developing end-to-end solutions across frontend, backend, databases, and cloud platforms.
I combine robust backend engineering in Java, Spring Boot, Flask, and Node.js with responsive frontend design using HTML, CSS, and JavaScript. I leverage AI technologies including MCP, LLM Integration, RAG, and LangChain to deliver impactful, user-focused products.
Languages, frameworks, and the AI and cloud stack used in production-style projects.
Full-stack builds, AI automation, and research — each shipped with clear scope and measurable outcomes.
AI · DevOps
MCP-based platform that orchestrates tools and LLM agents for autonomous code generation, validation, and deployment — including multi-model routing and a self-healing pipeline on Railway.
Full-stack
Web app for community-targeted discounts and coupons — registration, categories, and deals across fashion, electronics, entertainment, and more. Spring Boot APIs with a MongoDB backend.
NLP · Research
Product-review classification with Logistic Regression and Naive Bayes. Published in IJCRT (2024) as Public Relationships Using NLP and ML.
Short sprints where the goal is a working demo, a coherent story, and integrations that would normally take weeks — leadership, APIs, and UX under a hard deadline.
AI & XR · Smart tourism
Full-stack platform connecting Alberta globally across tourism, trade, culture, and education. Integrated Whisper (speech-to-text), Gemini / GPT, text-to-speech, Ticketmaster and OpenWeather APIs, plus immersive XR with 3D assets — built and led end-to-end in the hackathon window.
2025 – 2026 · Toronto
Humber College Institute of Technology
Dean's Honour List — Semester 1 & 2, 20252020 – 2024 · India
SRK Institute of Technology
Anthropic
Introduction to Model Context Protocol
Microsoft
AZ-900: Azure Fundamentals
NASBA & LinkedIn Learning
Generative AI: Working with Large Language Models
Docker & LinkedIn
Docker Foundations ProfessionalMicrosoft & LinkedIn
Career Essentials in Software DevelopmentAWS Cloud Virtual Internship
Gained hands-on exposure to EC2, S3, and IAM. Worked on cloud deployment, storage, security, and scalability through practical tasks.
Data Analytics Virtual Internship
Performed data cleaning and preprocessing using Excel and Python. Created visualizations and reports to identify trends and extract meaningful insights.
Awarded for academic excellence in both Semester 1 & Semester 2, 2025
AI & XR Powered Smart Tourism Platform — built & led a team in a 3-day hackathon
Sentiment analysis using Logistic Regression & Naive Bayes — IJCRT journal