Case 052025Full Stack Developer & AI Engineer

Justicia Legal AI

92%+ legal accuracy

A question-answering system for Indian law, built on a domain-fine-tuned LLM over statutes, precedents and judgments. The goal was letting someone ask a question in plain language instead of needing the right search terms to find the right case.

Next.jsAdaptLLM-13BSupabaseAWSVerceln8n

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40% user engagement increase

92%+ QA accuracy

SnapshotAt a glance

Full Stack Developer & AI Engineer

6 months

Key Components

AdaptLLM Fine-tuning

Vector Knowledge Base

n8n Workflow Engine

Semantic Search (RAG)

Multi-language NLP

Outcomes

40% user engagement increase

92%+ QA accuracy

Technologies Used

6 Technologies Integrated

Next.js

AdaptLLM-13B

Supabase

AWS

Vercel

n8n

92%+

Impact

Key Features

Feature Implementation

5 Features

85%

Feature CoverageProject Scope

Project Vision

Make legal intelligence fast, transparent, and accurate.

Core Process

The process of Developing it.

Fine-tuned domain-specific LLMs and automated workflows.

Build notesWhat I built

Fine-tuned AdaptLLM-13B specifically for Indian legal domain, achieving 92%+ accuracy in legal document analysis and case law retrieval by training on datasets of Indian legal precedents, statutes, and judgments, enabling context-aware legal Q&A over Indian legal precedents, statutes and judgments.
Built a scalable legal knowledge base using Supabase for vector storage and retrieval, implementing semantic search capabilities that bridge the gap between fast-moving tech and traditional legal systems, resulting in 40% increase in user engagement.
Developed an automated workflow system using n8n for legal document processing and updates, deployed on AWS with Vercel frontend, creating a platform where legal intelligence is fast, transparent, and accessible, with multi-language support for Indian legal documents.

Inspiration

The complexity and opacity of the Indian legal system inspired me to create a platform that makes legal information accessible and understandable for everyone.

Features

AI-powered legal document analysis
Real-time case law search and retrieval
Legal precedent matching
Multi-language support for Indian legal documents
User-friendly interface for legal professionals

Challenges

Legal context understanding
Latency optimization
Processing complex legal terminology
Integrating multiple legal databases

Solution

Domain tuning with low-latency deployment and hybrid approach combining fine-tuned language models with vector databases.