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S2P Robotic

INNOHACK 2.0

Presented By Bot Buddies

Nextech Mind

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innohack 2.0

Team Name :

Team member :

Institution :

CODE RANGERS

  1. Digvijay Thakur
  2. Jay Umap
  3. Pradyum Patwari
  4. Om Gandharwar

UNIQUE SYSTEM SKILL PVT LTD

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PROPOSED SOLUTION

WHY THIS PROBLEM MATTERS

  • Legal jargon is hard to understand

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  • Risky clauses often go unnoticed

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  • Legal help is costly for small users

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  • People sign contracts under time pressure

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  • Users lack legal knowledge

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  • Manual review is slow and error-prone

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  • Detect risky clauses using AI

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  • Explain terms in simple English

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  • Provide instant contract summaries

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  • Ensure data privacy and security

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  • Web-based, mobile-friendly platform

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  • Useful for multiple contract types

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TECH STACK

Core AI/ML & NLP:

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  • Python: Backend & AI development.

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  • Google Gemini API (2.5 Pro): Contract analysis & clause detection.

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  • Gemini Embedding API: Semantic understanding (for RAG).

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  • Passlib + bcrypt: Secure password hashing.

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Backend & Data Management:

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  • FastAPI: High-performance API routes.

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  • SQLAlchemy ORM: Pythonic database interaction.

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  • SQLite: Lightweight local database (sql_app.db).

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  • PyPDF2 / python-docx: Document text extraction.

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Frontend (UI/UX):

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  • HTML: Web page structure.

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  • CSS: Modern dark theme styling.

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  • JavaScript: Dynamic UI & API calls.

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Collaboration & Tools:

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  • Git / GitHub: Version control & teamwork.

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  • Uvicorn: FastAPI server.

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PROTOTYPE / SCREENSHOTS

Login Page

Our AI Legal Assistance Interface

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INNOVATION & IMPACT

Innovation -

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  • AI tool for non-lawyers

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  • Simplifies legal jargon

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  • Flags risky/non-standard clauses

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  • User-friendly contract analysis

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  • Focus on freelancers & students

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Impact -

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  • Saves legal consultation costs

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  • Reduces risk of unfair contracts

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  • Builds trust through clarity

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  • Speeds up contract understanding

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  • Empowers safe decision-making

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TEAM & ROLES

Individual Roles/ Responsibilities:

Digvijay Thakur – Frontend Developer

    • Designed and implemented the user interface of the application.

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Jay Umap – Backend Developer

    • Developed backend APIs, integrated AI models, and managed server-side logic.

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Pradyum Patwari – Frontend Support

    • Assisted in UI design, responsiveness, and frontend debugging.

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Om Gandharwar – Research & Strategy

    • Led problem analysis, project research, and solution brainstorming.