def evaluate_eligibility(scheme_id, p):
    if scheme_id == "MGNREGS":
        return p.get('age', 0) >= 18 and p.get('area') == 'Rural' and p.get('willing_unskilled_work', False)
    elif scheme_id == "PMAY-G":
        return p.get('area') == 'Rural' and p.get('housing') in ['Houseless', 'Kutcha'] and \
               p.get('monthly_income', 0) < 15000 and not p.get('has_pucca_house', False)
    elif scheme_id == "PMGSY":
        return p.get('area') == 'Rural' and p.get('unconnected_village', False)
    elif scheme_id == "NSAP":
        return p.get('bpl', False) and (p.get('age', 0) >= 60 or \
               (p.get('age', 0) >= 18 and p.get('disability', False)) or \
               (p.get('age', 0) >= 40 and p.get('widow', False)) or \
               p.get('destitute', False))
    elif scheme_id == "DAY-NRLM":
        return p.get('area') == 'Rural' and p.get('bpl', False)
    elif scheme_id == "PMAY-U":
        return p.get('area') == 'Urban' and p.get('income', 0) <= 1800000 and not p.get('has_pucca_house', False)
    elif scheme_id == "AMRUT":
        return p.get('area') == 'Urban'  # Generalized for urban residents
    elif scheme_id == "SBM-U":
        return p.get('area') == 'Urban' and p.get('lack_toilet', False)
    elif scheme_id == "DAY-NULM":
        return p.get('area') == 'Urban' and p.get('bpl', False) and p.get('age', 0) >= 18
    elif scheme_id == "SMART_CITIES":
        return p.get('area') == 'Urban' and p.get('smart_city_resident', False)
    elif scheme_id == "JJM":
        return p.get('area') == 'Rural' and p.get('lack_tap_water', False)
    elif scheme_id == "SBM-G":
        return p.get('area') == 'Rural' and p.get('lack_toilet', False)
    elif scheme_id == "ATAL_BHUJAL":
        return p.get('area') == 'Rural' and p.get('water_stressed_gp', False)
    elif scheme_id == "NHM":
        return True # Universal access, focuses heavily on BPL
    elif scheme_id == "PMJAY":
        if p.get('age', 0) >= 70:
            return True
        return p.get('bpl', False) or p.get('category') in ['SC', 'ST'] or p.get('informal_worker', False)
    elif scheme_id == "NDHM":
        return p.get('aadhaar', False)
    elif scheme_id == "SAMAGRA":
        return p.get('is_student', False) and 6 <= p.get('age', 0) <= 18 and p.get('school_type') == 'Government'
    elif scheme_id == "PM_POSHAN":
        return p.get('is_student', False) and 3 <= p.get('age', 0) <= 14 and p.get('school_type') == 'Government'
    elif scheme_id == "NMS":
        return p.get('is_student', False) and p.get('student_class', 0) >= 8 and \
               p.get('income', 0) <= 350000 and p.get('school_type') == 'Government'
    elif scheme_id == "PMKSY":
        return p.get('is_farmer', False) and p.get('land_size_hectares', 0) <= 5 and p.get('aadhaar', False)
    elif scheme_id == "PMFBY":
        return p.get('is_farmer', False) # Generalized for notified crops
    elif scheme_id == "NFSM":
        return p.get('is_farmer', False)
    elif scheme_id == "NMSA":
        return p.get('is_farmer', False) and p.get('soil_health_card', False)
    elif scheme_id == "AGRI_MECH":
        return p.get('is_farmer', False) and p.get('aadhaar', False)
    elif scheme_id == "POSHAN_ABHIYAAN":
        return (0 <= p.get('age', 0) <= 6) or (10 <= p.get('age', 0) <= 19 and p.get('gender') == 'Female') or p.get('pregnant', False) or p.get('lactating', False)
    elif scheme_id == "MISSION_SHAKTI":
        return p.get('gender') == 'Female'
    elif scheme_id == "MISSION_VATSALYA":
        return p.get('age', 0) < 18 and (p.get('orphan', False) or p.get('abandoned', False))
    elif scheme_id == "ANGANWADI":
        return (0 <= p.get('age', 0) <= 6) or p.get('pregnant', False) or p.get('lactating', False)
    return False

SCHEMES = [
    {
        "id": "MGNREGS",
        "name": "Mahatma Gandhi National Rural Employment Guarantee Scheme (MGNREGS)",
        "ministry": "Ministry of Rural Development",
        "description": "Guarantees 100 days of wage employment in a financial year to a rural household whose adult members volunteer to do unskilled manual work.",
        "benefits": "Minimum 100 days of guaranteed wage employment per household per year. Wages paid equally to men and women via DBT within 15 days."
    },
    {
        "id": "PMAY-G",
        "name": "Pradhan Mantri Awas Yojana - Gramin (PMAY-G)",
        "ministry": "Ministry of Rural Development",
        "description": "Housing for poor in rural areas.",
        "benefits": "₹1.20 lakh in plain areas; ₹1.30 lakh in hilly areas. Additional ₹12,000 for toilet via convergence."
    },
    {
        "id": "PMGSY",
        "name": "Pradhan Mantri Gram Sadak Yojana (PMGSY)",
        "ministry": "Ministry of Rural Development",
        "description": "All-weather road connectivity to unconnected rural habitations.",
        "benefits": "Improved access to healthcare, education, markets; economic growth."
    },
    {
        "id": "NSAP",
        "name": "National Social Assistance Programme (NSAP)",
        "ministry": "Ministry of Rural Development",
        "description": "Financial assistance to the elderly, widows, and persons with disabilities in the form of social pensions.",
        "benefits": "₹200-₹500/month depending on age and category."
    },
    {
        "id": "DAY-NRLM",
        "name": "Deendayal Antyodaya Yojana-National Rural Livelihoods Mission",
        "ministry": "Ministry of Rural Development",
        "description": "Creating efficient and effective institutional platforms for the rural poor.",
        "benefits": "Revolving fund: ₹15,000 per SHG; Community Investment Fund: up to ₹2.5 lakh."
    },
    {
        "id": "PMAY-U",
        "name": "Pradhan Mantri Awas Yojana - Urban (PMAY-U)",
        "ministry": "Ministry of Housing & Urban Affairs",
        "description": "Housing for all in urban areas.",
        "benefits": "Credit Linked Subsidy, Central assistance up to ₹2.67 lakh."
    },
    {
        "id": "AMRUT",
        "name": "Atal Mission for Rejuvenation and Urban Transformation (AMRUT)",
        "ministry": "Ministry of Housing & Urban Affairs",
        "description": "Focused on water supply, sewerage/septage management, storm water drainage, urban transport and parks.",
        "benefits": "Universal water supply/sewerage connections; stormwater drainage; parks/green spaces."
    },
    {
        "id": "SBM-U",
        "name": "Swachh Bharat Mission - Urban (SBM-U)",
        "ministry": "Ministry of Housing & Urban Affairs",
        "description": "To make urban India free from open defecation and achieving 100% scientific management of municipal solid waste.",
        "benefits": "Financial assistance for Individual Household Latrines (IHHL) construction."
    },
    {
        "id": "DAY-NULM",
        "name": "Deendayal Antyodaya Yojana-National Urban Livelihoods Mission",
        "ministry": "Ministry of Housing & Urban Affairs",
        "description": "To reduce poverty and vulnerability of the urban poor households.",
        "benefits": "Skill training stipend, self-employment loans up to ₹2 lakh."
    },
    {
        "id": "SMART_CITIES",
        "name": "Smart Cities Mission",
        "ministry": "Ministry of Housing & Urban Affairs",
        "description": "To promote cities that provide core infrastructure and give a decent quality of life.",
        "benefits": "Core infrastructure improvements: water, sanitation, mobility, IT, safety."
    },
    {
        "id": "JJM",
        "name": "Jal Jeevan Mission",
        "ministry": "Ministry of Jal Shakti",
        "description": "To provide safe and adequate drinking water through individual household tap connections by 2024 to all households in rural India.",
        "benefits": "Functional Household Tap Connection (FHTC) with 55 lpcd safe drinking water."
    },
    {
        "id": "SBM-G",
        "name": "Swachh Bharat Mission - Gramin (SBM-G)",
        "ministry": "Ministry of Jal Shakti",
        "description": "To accelerate the efforts to achieve universal sanitation coverage and to put focus on sanitation.",
        "benefits": "₹12,000 incentive per IHHL for eligible households."
    },
    {
        "id": "ATAL_BHUJAL",
        "name": "Atal Bhujal Yojana",
        "ministry": "Ministry of Jal Shakti",
        "description": "To improve ground water management through community participation in identified priority areas.",
        "benefits": "Subsidies/assistance for efficient water practices."
    },
    {
        "id": "NHM",
        "name": "National Health Mission (NHM)",
        "ministry": "Ministry of Health & Family Welfare",
        "description": "Achievement of universal access to equitable, affordable & quality health care services that are accountable and responsive to people's needs.",
        "benefits": "Free primary/secondary healthcare, immunization, maternal/child health services."
    },
    {
        "id": "PMJAY",
        "name": "Ayushman Bharat PM-JAY",
        "ministry": "Ministry of Health & Family Welfare",
        "description": "To provide a health cover of Rs. 5 lakhs per family per year for secondary and tertiary care hospitalization.",
        "benefits": "Health insurance cover up to ₹5 lakh per family per year for secondary/tertiary hospitalization."
    },
    {
        "id": "NDHM",
        "name": "Ayushman Bharat Digital Mission (NDHM)",
        "ministry": "Ministry of Health & Family Welfare",
        "description": "To develop the backbone necessary to support the integrated digital health infrastructure of the country.",
        "benefits": "ABHA (Ayushman Bharat Health Account) ID for accessing consolidated health records."
    },
    {
        "id": "SAMAGRA",
        "name": "Samagra Shiksha",
        "ministry": "Ministry of Education",
        "description": "An overarching programme for the school education sector extending from pre-school to class 12.",
        "benefits": "Free uniforms, textbooks, infrastructure, teacher training, vocational education."
    },
    {
        "id": "PM_POSHAN",
        "name": "Pradhan Mantri Poshan Shakti Nirman (PM POSHAN)",
        "ministry": "Ministry of Education",
        "description": "One hot cooked meal in Government and Government – aided Schools.",
        "benefits": "One hot cooked meal per school day."
    },
    {
        "id": "NMS",
        "name": "National Means-cum-Merit Scholarship Scheme (NMMSS)",
        "ministry": "Ministry of Education",
        "description": "To award scholarships to meritorious students of economically weaker sections to arrest their drop out at class VIII.",
        "benefits": "₹12,000 per annum from Class IX to XII."
    },
    {
        "id": "PMKSY",
        "name": "Pradhan Mantri Krishi Sinchayee Yojana (PMKSY)",
        "ministry": "Ministry of Agriculture",
        "description": "To achieve convergence of investments in irrigation at the field level, expand cultivable area under assured irrigation.",
        "benefits": "55% subsidy for small/marginal farmers, 45% for others on micro-irrigation systems."
    },
    {
        "id": "PMFBY",
        "name": "Pradhan Mantri Fasal Bima Yojana (PMFBY)",
        "ministry": "Ministry of Agriculture",
        "description": "To provide insurance coverage and financial support to the farmers in the event of failure of any of the notified crop.",
        "benefits": "Comprehensive crop insurance covering yield losses."
    },
    {
        "id": "NFSM",
        "name": "National Food Security Mission (NFSM)",
        "ministry": "Ministry of Agriculture",
        "description": "Increasing production of rice, wheat, pulses and coarse cereals through area expansion and productivity enhancement.",
        "benefits": "Comprehensive crop insurance, subsidies on inputs."
    },
    {
        "id": "NMSA",
        "name": "National Mission for Sustainable Agriculture (NMSA)",
        "ministry": "Ministry of Agriculture",
        "description": "For enhancing agricultural productivity especially in rainfed areas focusing on integrated farming, water use efficiency, etc.",
        "benefits": "Demonstrations on integrated farming systems. Subsidies for soil health management."
    },
    {
        "id": "AGRI_MECH",
        "name": "Sub-Mission on Agricultural Mechanization",
        "ministry": "Ministry of Agriculture",
        "description": "To reach the unreached by bringing custom hiring centres to small and marginal farmers.",
        "benefits": "50% subsidy for SC/ST/small/marginal/women; 40% general on farm machinery."
    },
    {
        "id": "POSHAN_ABHIYAAN",
        "name": "POSHAN Abhiyaan",
        "ministry": "Ministry of Women & Child Development",
        "description": "To improve nutritional outcomes for children, pregnant women and lactating mothers.",
        "benefits": "Supplementary nutrition at Anganwadi centres, growth monitoring, early childhood care."
    },
    {
        "id": "MISSION_SHAKTI",
        "name": "Mission Shakti",
        "ministry": "Ministry of Women & Child Development",
        "description": "An integrated women empowerment programme for safety, security and empowerment of women.",
        "benefits": "Zero-interest loans up to ₹1 lakh for women enterprises, working women hostels, maternity benefits."
    },
    {
        "id": "MISSION_VATSALYA",
        "name": "Mission Vatsalya",
        "ministry": "Ministry of Women & Child Development",
        "description": "To secure a healthy and happy childhood for each and every child in India, focus on children needing care.",
        "benefits": "₹4,000/month per child for sponsorship, foster care, aftercare."
    },
    {
        "id": "ANGANWADI",
        "name": "Anganwadi Services",
        "ministry": "Ministry of Women & Child Development",
        "description": "To lay the foundation for proper psychological, physical and social development of the child.",
        "benefits": "Supplementary nutrition, pre-school education, nutrition/health education, immunization."
    }
]

def get_eligible_schemes(profile):
    eligible = []
    for scheme in SCHEMES:
        if evaluate_eligibility(scheme["id"], profile):
            eligible.append(scheme)
    return eligible