Vansh S.

Key Skills

Software

Other

Top Subject Matter

Legal documents and RAG (retrieval-augmented generation) for Q&A

Legal Services & Contract Review

Regulatory Compliance & Risk Analysis

Top Data Types

Document

Text

Top Task Types

Text Generation

Freelancer Overview

Counsel.ai — AI-powered Legal RAG system (project). Brings 3+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Other. Education includes Bachelor of Technology, Delhi Technological University (2024). AI-training focus includes data types such as Document and labeling workflows including Text Generation.

Labeling Experience

Counsel.ai — AI-powered Legal RAG system (project)

OtherDocumentText Generation

Built an AI-powered Legal RAG system to analyze complex legal documents and generate context-aware legal advice. Implemented retrieval and dynamic context assembly using a vector search pipeline to ground responses in provided sources. Developed an application workflow that supports real-time question answering from uploaded PDFs while reducing hallucinations through prompt engineering. • Used DeepSeek-R1 embeddings with a Groq-based inference setup. • Built a LangChain + FAISS semantic search and retrieval pipeline. • Created a Streamlit interface for PDF upload and grounded legal Q&A. • Engineered custom prompts to improve accuracy and source grounding.

2024 - Present

Education

Work History