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SnehaDeshmukh28/README.md

Sneha Deshmukh

Data Scientist | Research Scholar | SIH Winner & Grand Finalist | Open Source Contributor

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About Me

I'm a Data Scientist with a strong background in AI/ML research, particularly in Legal AI and Natural Language Processing. Also served as General Secretary for the Computer Society of India Student Chapter (2024-25), I've successfully led innovative projects that bridge technology with real-world impact.

My research focuses on fairness in AI systems and judicial decision prediction, with published work contributing to the academic community and practical applications in the legal domain.


πŸ† Key Achievements

Smart India Hackathon

  • πŸ₯‡ SIH 2024 Winner - AquaDB - Marine data management system for INCOIS
  • πŸ₯ˆ SIH 2023 Grand Finalist - MediSync - Healthcare management platform

Research & Publications

  • πŸ“„ Peer-Reviewed Publication (JURIX 2025 Turin, Italy): "From Data to Equity: Predicting and Auditing Fairness in Indian Bail Decisions"
    Published in JURIX 2025 (International Conference on Legal Knowledge and Information Systems)
    IOS Press, Frontiers in Artificial Intelligence and Applications (FAIA Series)
    πŸ“– Read Paper | DOI: 10.3233/FAIA251599
  • πŸ“„ Published Paper: "IndianBailJudgments-1200: A Multi-Attribute Dataset for Legal NLP on Indian Bail Orders" - arXiv:2507.02506
  • πŸ“Š Featured Dataset: IndianBailJudgments-1200 | πŸ€— Hugging Face (3500+ downloads)

Professional Experience

  • πŸ“Š Data Scientist - Schindler (Current)
  • πŸ”¬ Research Assistant - RIAWELC Project (CNN models: ResNet, MobileNet, InceptionNet)

Leadership

  • πŸ‘₯ General Secretary - Computer Society of India Student Chapter (2024-25)

πŸš€ Featured Projects

AquaDB πŸ†

SIH 2024 Winner - Comprehensive marine data management system for Indian National Centre for Ocean Information Services (INCOIS)

  • Technologies: JavaScript, Database Management, Marine Data Analytics

MediSync πŸ₯ˆ

SIH 2023 Grand Finalist - Healthcare management and synchronization platform

  • Technologies: Full-stack development, Machine Learning, Computer Vision, Healthcare data management

AI-powered recruitment optimization platform

  • Technologies: Machine Learning, Natural Language Processing

Curated dataset for legal AI research with comprehensive fairness analysis, India's first one of it's kind dataset

  • Impact: 3300+ downloads on Hugging Face, cited in academic research
  • Technologies: Legal NLP, Data Curation, Fairness Analysis

πŸ”¬ Research Interests

  • Legal AI & Judicial Decision Systems
  • Fairness and Bias in Machine Learning
  • Natural Language Processing
  • Healthcare AI Solutions

πŸ“ˆ Technical Impact

  • 10+ Hackathons participated with multiple wins and recognitions
  • Research Student working with LegalAI
  • Technical Speaker organized 10+ technical events, workshops and hackathons with 1500+ participants

πŸ“« Let's Connect


"Turning data insights into meaningful impact through research and innovation"

Open to collaboration on AI research, legal tech, and impactful data science projects

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  1. IndianBailJudgments-1200 IndianBailJudgments-1200 Public

    IndianBailJudgments-1200 is a high-quality, structured dataset comprising 1,200 annotated Indian bail-related court orders spanning five decades (1975–2025). It captures granular legal information …

    10 1