I am giving you a list of json object which contains the meta data (personal details) of the profile. From there you need to analyze and understand the data. After that I give a profile, you have to give the top 5 profile list based on the matched and related profile from the given list of json object.

Sample json data:

[
  {
    "id": 2062004104,
    "office_name": "Aurora IT Solutions Pvt. Ltd.",
    "we_specialize_in": "Software Development and IT Consulting",
    "office_address": "Plot No. 123, Sector 11, Noida, Uttar Pradesh 201301",
    "experiences": "8 years in IT industry, 5 years as a Team Lead",
    "past_occupation": "Software Engineer at Infosys",
    "spouse": "Ruchi Jain",
    "family": "Married with 2 kids (Aarav and Aisha)",
    "pets": "Labrador Retriever named Max",
    "hobbies_and_favorites": "Cricket, Reading, and Watching Movies ( Favorite Movie: 3 Idiots)",
    "interested": "Artificial Intelligence and Machine Learning",
    "academic_background": "B.Tech in Computer Science from Delhi Technological University",
    "motto": "Hard work and determination can take you places!",
    "personality": "Outgoing, confident, and a team player",
    "birthday": "July 12, 1985"
  },
  {
    "id": 9876449,
    "office_name": "Tata Steel Ltd.",
    "we_specialize_in": "Steel Production and Manufacturing",
    "office_address": "Bombay House, 24 Homi Mody Street, Fort, Mumbai, Maharashtra 400001",
    "experiences": "12 years in Steel industry, 7 years as a Regional Manager",
    "past_occupation": "Deputy Manager at JSW Steel",
    "spouse": "Neha Singh",
    "family": "Married with 1 kid (Rohan)",
    "pets": "None",
    "hobbies_and_favorites": "Traveling, Trekking, and Watching Cricket (Favorite Player: Sachin Tendulkar)",
    "interested": "Sustainable Development and Environment Conservation",
    "academic_background": "B.E. in Metallurgy from Indian Institute of Technology, Kanpur",
    "motto": "Strive for excellence and never give up!",
    "personality": "Ambitious, assertive, and a strategic thinker",
    "birthday": "October 25, 1980"
  },
  {
    "id": 877869659,
    "office_name": "ICICI Bank Ltd.",
    "we_specialize_in": "Financial Services and Banking",
    "office_address": "ICICI Bank Towers, Bandra Kurla Complex, Bandra East, Mumbai, Maharashtra 400051",
    "experiences": "15 years in Banking industry, 9 years as a Branch Manager",
    "past_occupation": "Assistant Manager at HDFC Bank",
    "spouse": "Rahul Mehta",
    "family": "Married with 2 kids (Aryan and Kiara)",
    "pets": "Persian Cat named Luna",
    "hobbies_and_favorites": "Yoga, Reading, and Listening to Music (Favorite Singer: A.R. Rahman)",
    "interested": "Digital Transformation and Financial Inclusion",
    "academic_background": "MBA in Finance from Indian Institute of Management, Ahmedabad",
    "motto": "Believe in yourself and never lose faith!",
    "personality": "Confident, empathetic, and a problem solver",
    "birthday": "March 15, 1982"
  },
  {
    "id": 1194579326,
    "office_name": "Wipro Ltd.",
    "we_specialize_in": "IT Services and Consulting",
    "office_address": "Doddakannelli, Sarjapur Road, Bengaluru, Karnataka 560035",
    "experiences": "10 years in IT industry, 6 years as a Project Manager",
    "past_occupation": "Senior Software Engineer at HCL Technologies",
    "spouse": "Swati Iyer",
    "family": "Married with 1 kid (Vedant)",
    "pets": "Golden Retriever named Duke",
    "hobbies_and_favorites": "Badminton, Photography, and Watching Football (Favorite Team: Manchester United)",
    "interested": "Cloud Computing and Cybersecurity",
    "academic_background": "B.Tech in Computer Science from Visvesvaraya Technological University",
    "motto": "Learn from failures and keep moving forward!",
    "personality": "Adaptable, analytical, and a team player",
    "birthday": "August 20, 1988"
  },
  {
    "id": 1260319015,
    "office_name": "Reliance Industries Ltd.",
    "we_specialize_in": "Energy and Petrochemicals",
    "office_address": "Maker Chambers IV, 222 Jamnalal Bajaj Road, Nariman Point, Mumbai, Maharashtra 400021",
    "experiences": "18 years in Energy industry, 10 years as a Operations Manager",
    "past_occupation": "Shift Incharge at Indian Oil Corporation",
    "spouse": "Sonal Shah",
    "family": "Married with 2 kids (Rahil and Jiya)",
    "pets": "None",
    "hobbies_and_favorites": "Golf, Reading, and Watching Tennis (Favorite Player: Roger Federer)",
    "interested": "Renewable Energy and Sustainable Development",
    "academic_background": "B.E. in Chemical Engineering from Institute of Chemical Technology",
    "motto": "Hard work and perseverance lead to success!",
    "personality": "Assertive, decisive, and a strategic thinker",
    "birthday": "November 28, 1975"
  },
  {
    "id": 2023734458,
    "office_name": "HDFC Life Insurance Company Ltd.",
    "we_specialize_in": "Life Insurance and Financial Services",
    "office_address": "Lodha Excelus, Apollo Mills Compound, N.M. Joshi Marg, Mahalaxmi, Mumbai, Maharashtra 400011",
    "experiences": "12 years in Insurance industry, 7 years as a Branch Manager",
    "past_occupation": "Sales Manager at ICICI Prudential Life Insurance",
    "spouse": "Nidhi Gupta",
    "family": "Married with 1 kid (Aaradhya)",
    "pets": "Pug named Rocky",
    "hobbies_and_favorites": "Swimming, Listening to Music, and Watching Bollywood Movies (Favorite Actor: Shah Rukh Khan)",
    "interested": "Financial Planning and Wealth Management",
    "academic_background": "MBA in Marketing from Symbiosis Institute of Management Studies",
    "motto": "Believe in yourself and never give up!",
    "personality": "Outgoing, enthusiastic, and a people person",
    "birthday": "January 22, 1987"
  },
  {
    "id": 1575247505,
    "office_name": "Aditya Birla Fashion and Retail Ltd.",
    "we_specialize_in": "Fashion and Retail",
    "office_address": "Aditya Birla Centre, S.K. Ahire Marg, Worli, Mumbai, Maharashtra 400030",
    "experiences": "10 years in Fashion industry, 5 years as a Store Manager",
    "past_occupation": "Assistant Manager at Pantaloons",
    "spouse": "Kunal Jain",
    "family": "Married with 1 kid (Kiara)",
    "pets": "Shih Tzu named Muffin",
    "hobbies_and_favorites": "Dancing, Reading, and Watching Romantic Movies (Favorite Movie: Titanic)",
    "interested": "Fashion Technology and E-commerce",
    "academic_background": "B.Sc. in Fashion Designing from National Institute of Fashion Technology",
    "motto": "Be creative and never stop learning!",
    "personality": "Creative, optimistic, and a team player",
    "birthday": "September 18, 1990"
  },
  {
    "id": 3417634397,
    "office_name": "Bharti Airtel Ltd.",
    "we_specialize_in": "Telecommunications and Network Services",
    "office_address": "Bharti Crescent, 1 Nelson Mandela Road, Vasant Kunj, New Delhi, Delhi 110070",
    "experiences": "15 years in Telecom industry, 9 years as a Circle Head",
    "past_occupation": "Regional Manager at Vodafone Idea",
    "spouse": "Rekha Rao",
    "family": "Married with 2 kids (Aadya and Vivaan)",
    "pets": "None",
    "hobbies_and_favorites": "Cricket, Traveling, and Watching Sports (Favorite Team: Indian National Cricket Team)",
    "interested": "5G and Artificial Intelligence",
    "academic_background": "B.E. in Electronics and Communication from Bangalore University",
    "motto": "Innovate and adapt to stay ahead!",
    "personality": "Visionary, assertive, and a strategic thinker",
    "birthday": "May 5, 1978"
  },
  {
    "id": 4005512636,
    "office_name": "Apollo Hospitals Enterprise Ltd.",
    "we_specialize_in": "Healthcare and Medical Services",
    "office_address": "Plot No. 1, Vanagaram to Ambattur Road, Chennai, Tamil Nadu 600095",
    "experiences": "20 years in Healthcare industry, 12 years as a Hospital Administrator",
    "past_occupation": "Deputy Manager at Fortis Healthcare",
    "spouse": "Ramesh Kumar",
    "family": "Married with 2 kids (Nikhil and Ria)",
    "pets": "German Shepherd named Bruno",
    "hobbies_and_favorites": "Yoga, Reading, and Watching Medical Documentaries",
    "interested": "Digital Healthcare and Medical Research",
    "academic_background": "MBBS from University of Madras",
    "motto": "Healing Hands with Compassionate Care!",
    "personality": "Caring, empathetic, and a problem solver",
    "birthday": "April 12, 1970"
  },
  {
    "id": 4021332214,
    "office_name": "Indian Oil Corporation Ltd.",
    "we_specialize_in": "Energy and Refining",
    "office_address": "IndianOil Bhavan, 5A & 6A, Gurusaday Road, Kolkata, West Bengal 700019",
    "experiences": "18 years in Energy industry, 10 years as a Refinery Manager",
    "past_occupation": "Deputy Manager at Bharat Petroleum",
    "spouse": "Suman Singh",
    "family": "Married with 1 kid (Riya)",
    "pets": "None",
    "hobbies_and_favorites": "Trekking, Reading, and Watching Inspirational Movies (Favorite Movie: The Pursuit of Happyness)",
    "interested": "Renewable Energy and Sustainability",
    "academic_background": "B.Tech in Chemical Engineering from Indian Institute of Technology, Delhi",
    "motto": "Innovate and excel with integrity!",
    "personality": "Confident, analytical, and a strategic thinker",
    "birthday": "June 25, 1979"
  },
  {
    "id": 2096793527,
    "office_name": "Hindustan Unilever Ltd.",
    "we_specialize_in": "Fast-Moving Consumer Goods (FMCG)",
    "office_address": "Hindustan Unilever House, 165/166, Backbay Reclamation, Nariman Point, Mumbai, Maharashtra 400021",
    "experiences": "12 years in FMCG industry, 7 years as a Brand Manager",
    "past_occupation": "Assistant Brand Manager at Procter & Gamble",
    "spouse": "Shruti Shah",
    "family": "Married with 1 kid (Aarav)",
    "pets": "Pomeranian named Bella",
    "hobbies_and_favorites": "Traveling, Cooking, and Watching Romantic Comedies (Favorite Movie: The Proposal)",
    "interested": "Marketing and Brand Development",
    "academic_background": "MBA in Marketing from Indian Institute of Management, Bangalore",
    "motto": "Innovate and delight the consumer!",
    "personality": "Creative, optimistic, and a team player",
    "birthday": "October 10, 1989"
  }
]