AI

Beyond the
Notebook.

Bridging the gap between theoretical AI models and practical, production-ready software.

I’m a Computer Science student who enjoys building AI systems that actually do something useful>_ no more generic wrapper apps please—not just sit in notebooks.

I’m especially interested in agentic workflows, RAG-based systems, and figuring out how to turn LLM ideas into real, usable products. I like working on problems where there are multiple moving parts, messy inputs, and no obvious solution—and then designing systems that make it all work smoothly.

I lean more toward building and shipping than getting stuck in theory—the only time my notebook comes out is during a 3 a.m. lightbulb moment💡 click me while I’m supposed to be studying (for midsems). If it involves making AI practical, reliable, and a little smarter in how it behaves, I’m probably already working on something like it.

Things I've Built

TwinlyAI
TwinlyAI transforms your resume into an intelligent AI assistant that can answer questions about your career, skills, and experience.
JWTOAuthAWSNext.jsCustom RAG
AI Lawyer
PDF-based legal chatbot using LangChain + Groq for constitutional law queries.
Prompt EngineeringLangChainFAISSNode.jsRAG
Cablite (in progress)
A modern ride-sharing application with offline-first design, SMS integration, and real-time driver matching.
React NativeRedisTwilioPrismaZustandExpo
BRD Generation
AI-powered Business Requirements Document (BRD) generation from real-world communication sources.
PythonPostgresUvicornMultiagentPDF Automation
AICryptoPortfolioBalancer
Intelligent, AI-driven analysis and rebalancing suggestions for your cryptocurrency portfolio using Gemini LLM.
Gemini LLMAIWeb App
AI Model Consolidator
Streamlit-based interface that consolidates responses from multiple AI models using OpenRouter and Gemini.
StreamlitOpenRouterGoogle GeminiPython
Case Text Finder
Retrieve Supreme Court case titles and download judgments based on natural language queries.
PythonSeleniumOpenRouterClaude
Legal Question Generator
Reads Indian constitutional law case briefs and generates scenario-based multiple choice questions via Groq API.
StreamlitAgentic AILlama-4RegexGroq API

Technical Arsenal

A full-stack toolkit focused on building scalable AI solutions and intuitive interfaces.

Generative AI & NLP

Building the brains behind the software

RAG Pipelines
LangChain
Vector Databases
LLMs & Transformers
Prompt Engineering

Backend & Cloud

Scalable infrastructure & deployment

FastAPI
Docker
Google Cloud (GCP)
MongoDB
Flask

Frontend & Product

Crafting intuitive user experiences

Next.js / React
TypeScript
Figma
Tailwind CSS

Get In Touch

Have a project in mind or just want to talk AI? Drop me a message — I’ll get back to you soon.

Pipeline Blocked!

The deployment is hanging because of undocumented bugs. Do me a favor and squash a few before we ship to production?

Severity: HighStatus: Squashing

> root@prod: ./squish_bugs.sh

Warning: Unhandled exceptions detected. Squish bugs before deployment.

Talk to KurianGPT