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{
  "python": "Python",
  "Python": "Python",
  "py": "Python",
  "java": "Java",
  "Java": "Java",
  "jdk": "Java",
  "c++": "C++",
  "C++": "C++",
  "c#": "C#",
  "C#": "C#",
  "go": "Go",
  "Go": "Go",
  "rust": "Rust",
  "Rust": "Rust",
  "swift": "Swift",
  "Swift": "Swift",
  "kotlin": "Kotlin",
  "Kotlin": "Kotlin",
  "php": "PHP",
  "PHP": "PHP",
  "r": "R",
  "R": "R",
  "ruby": "Ruby",
  "Ruby": "Ruby",
  "typescript": "TypeScript",
  "TypeScript": "TypeScript",
  "ts": "TypeScript",
  "javascript": "JavaScript",
  "JavaScript": "JavaScript",
  "js": "JavaScript",
  "scala": "Scala",
  "Scala": "Scala",
  "perl": "Perl",
  "Perl": "Perl",
  "haskell": "Haskell",
  "Haskell": "Haskell",
  "lua": "Lua",
  "Lua": "Lua",
  "dart": "Dart",
  "Dart": "Dart",
  "objective-c": "Objective-C",
  "Objective-C": "Objective-C",
  "assembly": "Assembly",
  "Assembly": "Assembly",
  "matlab": "MATLAB",
  "MATLAB": "MATLAB",
  "html": "HTML",
  "HTML": "HTML",
  "css": "CSS",
  "CSS": "CSS",
  "sass": "Sass",
  "Sass": "Sass",
  "less": "Less",
  "Less": "Less",
  "react": "React",
  "React": "React",
  "angular": "Angular",
  "Angular": "Angular",
  "vue.js": "Vue.js",
  "Vue.js": "Vue.js",
  "svelte": "Svelte",
  "Svelte": "Svelte",
  "next.js": "Next.js",
  "Next.js": "Next.js",
  "nuxt.js": "Nuxt.js",
  "Nuxt.js": "Nuxt.js",
  "gatsby": "Gatsby",
  "Gatsby": "Gatsby",
  "webpack": "Webpack",
  "Webpack": "Webpack",
  "vite": "Vite",
  "Vite": "Vite",
  "tailwind css": "Tailwind CSS",
  "Tailwind CSS": "Tailwind CSS",
  "tc": "Tailwind CSS",
  "bootstrap": "Bootstrap",
  "Bootstrap": "Bootstrap",
  "alpine.js": "Alpine.js",
  "Alpine.js": "Alpine.js",
  "lit": "Lit",
  "Lit": "Lit",
  "stencil": "Stencil",
  "Stencil": "Stencil",
  "node.js": "Node.js",
  "Node.js": "Node.js",
  "express.js": "Express.js",
  "Express.js": "Express.js",
  "django": "Django",
  "Django": "Django",
  "flask": "Flask",
  "Flask": "Flask",
  "fastapi": "FastAPI",
  "FastAPI": "FastAPI",
  "spring boot": "Spring Boot",
  "Spring Boot": "Spring Boot",
  "sb": "Spring Boot",
  "asp.net": "ASP.NET",
  "ASP.NET": "ASP.NET",
  "laravel": "Laravel",
  "Laravel": "Laravel",
  "ruby on rails": "Ruby on Rails",
  "Ruby on Rails": "Ruby on Rails",
  "ror": "Ruby on Rails",
  "koa.js": "Koa.js",
  "Koa.js": "Koa.js",
  "gin": "Gin",
  "Gin": "Gin",
  "fiber": "Fiber",
  "Fiber": "Fiber",
  "play framework": "Play Framework",
  "Play Framework": "Play Framework",
  "pf": "Play Framework",
  "symfony": "Symfony",
  "Symfony": "Symfony",
  "micronaut": "Micronaut",
  "Micronaut": "Micronaut",
  "phoenix": "Phoenix",
  "Phoenix": "Phoenix",
  "sql": "SQL",
  "SQL": "SQL",
  "db": "SQL",
  "mysql": "MySQL",
  "MySQL": "MySQL",
  "maria": "MySQL",
  "postgresql": "PostgreSQL",
  "PostgreSQL": "PostgreSQL",
  "postgres": "PostgreSQL",
  "pgsql": "PostgreSQL",
  "sqlite": "SQLite",
  "SQLite": "SQLite",
  "oracle": "Oracle",
  "Oracle": "Oracle",
  "mongodb": "MongoDB",
  "MongoDB": "MongoDB",
  "redis": "Redis",
  "Redis": "Redis",
  "cassandra": "Cassandra",
  "Cassandra": "Cassandra",
  "neo4j": "Neo4j",
  "Neo4j": "Neo4j",
  "neoj": "Neo4j",
  "mariadb": "MariaDB",
  "MariaDB": "MariaDB",
  "firebase": "Firebase",
  "Firebase": "Firebase",
  "elasticsearch": "Elasticsearch",
  "Elasticsearch": "Elasticsearch",
  "couchdb": "CouchDB",
  "CouchDB": "CouchDB",
  "dynamodb": "DynamoDB",
  "DynamoDB": "DynamoDB",
  "influxdb": "InfluxDB",
  "InfluxDB": "InfluxDB",
  "timescaledb": "TimescaleDB",
  "TimescaleDB": "TimescaleDB",
  "aws": "AWS",
  "AWS": "AWS",
  "azure": "Azure",
  "Azure": "Azure",
  "google cloud platform": "Google Cloud Platform",
  "Google Cloud Platform": "Google Cloud Platform",
  "gcp": "Google Cloud Platform",
  "docker": "Docker",
  "Docker": "Docker",
  "kubernetes": "Kubernetes",
  "Kubernetes": "Kubernetes",
  "terraform": "Terraform",
  "Terraform": "Terraform",
  "ansible": "Ansible",
  "Ansible": "Ansible",
  "jenkins": "Jenkins",
  "Jenkins": "Jenkins",
  "gitlab ci": "GitLab CI",
  "GitLab CI": "GitLab CI",
  "gc": "GitLab CI",
  "circleci": "CircleCI",
  "CircleCI": "CircleCI",
  "helm": "Helm",
  "Helm": "Helm",
  "istio": "Istio",
  "Istio": "Istio",
  "prometheus": "Prometheus",
  "Prometheus": "Prometheus",
  "grafana": "Grafana",
  "Grafana": "Grafana",
  "elk stack": "ELK Stack",
  "ELK Stack": "ELK Stack",
  "es": "ELK Stack",
  "serverless": "Serverless",
  "Serverless": "Serverless",
  "cloud functions": "Cloud Functions",
  "Cloud Functions": "Cloud Functions",
  "cf": "Cloud Functions",
  "sre": "SRE",
  "SRE": "SRE",
  "data science": "Data Science",
  "Data Science": "Data Science",
  "ds": "Decentralized Storage",
  "data analysis": "Data Analysis",
  "Data Analysis": "Data Analysis",
  "da": "Data Analysis",
  "pandas": "Pandas",
  "Pandas": "Pandas",
  "numpy": "NumPy",
  "NumPy": "NumPy",
  "matplotlib": "Matplotlib",
  "Matplotlib": "Matplotlib",
  "seaborn": "Seaborn",
  "Seaborn": "Seaborn",
  "scikit-learn": "Scikit-learn",
  "Scikit-learn": "Scikit-learn",
  "tensorflow": "TensorFlow",
  "TensorFlow": "TensorFlow",
  "pytorch": "PyTorch",
  "PyTorch": "PyTorch",
  "keras": "Keras",
  "Keras": "Keras",
  "xgboost": "XGBoost",
  "XGBoost": "XGBoost",
  "lightgbm": "LightGBM",
  "LightGBM": "LightGBM",
  "catboost": "CatBoost",
  "CatBoost": "CatBoost",
  "spark": "Spark",
  "Spark": "Spark",
  "hadoop": "Hadoop",
  "Hadoop": "Hadoop",
  "kafka": "Kafka",
  "Kafka": "Kafka",
  "airflow": "Airflow",
  "Airflow": "Airflow",
  "mlops": "MLOps",
  "MLOps": "MLOps",
  "feature stores": "Feature Stores",
  "Feature Stores": "Feature Stores",
  "fs": "Feature Stores",
  "nlp": "NLP",
  "NLP": "NLP",
  "computer vision": "Computer Vision",
  "Computer Vision": "Computer Vision",
  "cv": "Computer Vision",
  "opencv": "OpenCV",
  "OpenCV": "OpenCV",
  "transformers": "Transformers",
  "Transformers": "Transformers",
  "bert": "BERT",
  "BERT": "BERT",
  "gpt": "GPT",
  "GPT": "GPT",
  "huggingface": "HuggingFace",
  "HuggingFace": "HuggingFace",
  "nltk": "NLTK",
  "NLTK": "NLTK",
  "spacy": "spaCy",
  "spaCy": "spaCy",
  "gensim": "Gensim",
  "Gensim": "Gensim",
  "sentence transformers": "Sentence Transformers",
  "Sentence Transformers": "Sentence Transformers",
  "st": "Sentence Transformers",
  "word2vec": "Word2Vec",
  "Word2Vec": "Word2Vec",
  "wordvec": "Word2Vec",
  "android": "Android",
  "Android": "Android",
  "ios": "iOS",
  "iOS": "iOS",
  "react native": "React Native",
  "React Native": "React Native",
  "rn": "React Native",
  "flutter": "Flutter",
  "Flutter": "Flutter",
  "swiftui": "SwiftUI",
  "SwiftUI": "SwiftUI",
  "kotlin multiplatform": "Kotlin Multiplatform",
  "Kotlin Multiplatform": "Kotlin Multiplatform",
  "km": "Kotlin Multiplatform",
  "xamarin": "Xamarin",
  "Xamarin": "Xamarin",
  "ionic": "Ionic",
  "Ionic": "Ionic",
  "cordova": "Cordova",
  "Cordova": "Cordova",
  "cybersecurity": "Cybersecurity",
  "Cybersecurity": "Cybersecurity",
  "ethical hacking": "Ethical Hacking",
  "Ethical Hacking": "Ethical Hacking",
  "eh": "Ethical Hacking",
  "penetration testing": "Penetration Testing",
  "Penetration Testing": "Penetration Testing",
  "pt": "Penetration Testing",
  "metasploit": "Metasploit",
  "Metasploit": "Metasploit",
  "owasp": "OWASP",
  "OWASP": "OWASP",
  "siem": "SIEM",
  "SIEM": "SIEM",
  "wireshark": "Wireshark",
  "Wireshark": "Wireshark",
  "tls/ssl": "TLS/SSL",
  "TLS/SSL": "TLS/SSL",
  "vpn": "VPN",
  "VPN": "VPN",
  "firewalls": "Firewalls",
  "Firewalls": "Firewalls",
  "identity & access management": "Identity & Access Management",
  "Identity & Access Management": "Identity & Access Management",
  "iam": "Identity & Access Management",
  "testing": "Testing",
  "Testing": "Testing",
  "selenium": "Selenium",
  "Selenium": "Selenium",
  "pytest": "PyTest",
  "PyTest": "PyTest",
  "junit": "JUnit",
  "JUnit": "JUnit",
  "mocha": "Mocha",
  "Mocha": "Mocha",
  "cypress": "Cypress",
  "Cypress": "Cypress",
  "jest": "Jest",
  "Jest": "Jest",
  "postman": "Postman",
  "Postman": "Postman",
  "load testing": "Load Testing",
  "Load Testing": "Load Testing",
  "lt": "Load Testing",
  "test automation": "Test Automation",
  "Test Automation": "Test Automation",
  "ta": "Test Automation",
  "blockchain": "Blockchain",
  "Blockchain": "Blockchain",
  "solidity": "Solidity",
  "Solidity": "Solidity",
  "ethereum": "Ethereum",
  "Ethereum": "Ethereum",
  "smart contracts": "Smart Contracts",
  "Smart Contracts": "Smart Contracts",
  "sc": "Smart Contracts",
  "web3.js": "Web3.js",
  "Web3.js": "Web3.js",
  "web.js": "Web3.js",
  "truffle": "Truffle",
  "Truffle": "Truffle",
  "hardhat": "Hardhat",
  "Hardhat": "Hardhat",
  "ipfs": "IPFS",
  "IPFS": "IPFS",
  "decentralized storage": "Decentralized Storage",
  "Decentralized Storage": "Decentralized Storage",
  "tableau": "Tableau",
  "Tableau": "Tableau",
  "power bi": "Power BI",
  "Power BI": "Power BI",
  "pb": "Protocol Buffers",
  "looker": "Looker",
  "Looker": "Looker",
  "qlik": "Qlik",
  "Qlik": "Qlik",
  "excel": "Excel",
  "Excel": "Excel",
  "vba": "VBA",
  "VBA": "VBA",
  "google data studio": "Google Data Studio",
  "Google Data Studio": "Google Data Studio",
  "gds": "Google Data Studio",
  "unity": "Unity",
  "Unity": "Unity",
  "unreal engine": "Unreal Engine",
  "Unreal Engine": "Unreal Engine",
  "ue": "Unreal Engine",
  "game development": "Game Development",
  "Game Development": "Game Development",
  "gd": "Graph Databases",
  "ar": "AR",
  "AR": "AR",
  "vr": "VR",
  "VR": "VR",
  "blender": "Blender",
  "Blender": "Blender",
  "godot": "Godot",
  "Godot": "Godot",
  "git": "Git",
  "Git": "Git",
  "github": "GitHub",
  "GitHub": "GitHub",
  "linux": "Linux",
  "Linux": "Linux",
  "bash": "Bash",
  "Bash": "Bash",
  "shell scripting": "Shell Scripting",
  "Shell Scripting": "Shell Scripting",
  "ss": "Shell Scripting",
  "powershell": "PowerShell",
  "PowerShell": "PowerShell",
  "windows server": "Windows Server",
  "Windows Server": "Windows Server",
  "ws": "Windows Server",
  "microservices": "Microservices",
  "Microservices": "Microservices",
  "system design": "System Design",
  "System Design": "System Design",
  "sd": "Spatial Databases",
  "api design": "API Design",
  "API Design": "API Design",
  "ad": "Anomaly Detection",
  "rest api": "REST API",
  "REST API": "REST API",
  "ra": "REST API",
  "graphql": "GraphQL",
  "GraphQL": "GraphQL",
  "grpc": "gRPC",
  "gRPC": "gRPC",
  "protocol buffers": "Protocol Buffers",
  "Protocol Buffers": "Protocol Buffers",
  "service mesh": "Service Mesh",
  "Service Mesh": "Service Mesh",
  "sm": "Streaming Media",
  "event-driven architecture": "Event-driven Architecture",
  "Event-driven Architecture": "Event-driven Architecture",
  "a": "Event-driven Architecture",
  "etl": "ETL",
  "ETL": "ETL",
  "data warehousing": "Data Warehousing",
  "Data Warehousing": "Data Warehousing",
  "dw": "Data Warehousing",
  "snowflake": "Snowflake",
  "Snowflake": "Snowflake",
  "bigquery": "BigQuery",
  "BigQuery": "BigQuery",
  "presto": "Presto",
  "Presto": "Presto",
  "flink": "Flink",
  "Flink": "Flink",
  "beam": "Beam",
  "Beam": "Beam",
  "druid": "Druid",
  "Druid": "Druid",
  "hbase": "HBase",
  "HBase": "HBase",
  "glue": "Glue",
  "Glue": "Glue",
  "crm": "CRM",
  "CRM": "CRM",
  "salesforce": "Salesforce",
  "Salesforce": "Salesforce",
  "sap": "SAP",
  "SAP": "SAP",
  "odoo": "Odoo",
  "Odoo": "Odoo",
  "erp concepts": "ERP Concepts",
  "ERP Concepts": "ERP Concepts",
  "ec": "Edge Computing",
  "business analysis": "Business Analysis",
  "Business Analysis": "Business Analysis",
  "ba": "Business Analysis",
  "e-commerce": "E-commerce",
  "E-commerce": "E-commerce",
  "shopify": "Shopify",
  "Shopify": "Shopify",
  "woocommerce": "WooCommerce",
  "WooCommerce": "WooCommerce",
  "magento": "Magento",
  "Magento": "Magento",
  "wordpress": "WordPress",
  "WordPress": "WordPress",
  "drupal": "Drupal",
  "Drupal": "Drupal",
  "logging": "Logging",
  "Logging": "Logging",
  "tracing": "Tracing",
  "Tracing": "Tracing",
  "opentelemetry": "OpenTelemetry",
  "OpenTelemetry": "OpenTelemetry",
  "application performance monitoring": "Application Performance Monitoring",
  "Application Performance Monitoring": "Application Performance Monitoring",
  "apm": "Application Performance Monitoring",
  "rpa": "Robotic Process Automation",
  "RPA": "RPA",
  "robotic process automation": "Robotic Process Automation",
  "Robotic Process Automation": "Robotic Process Automation",
  "automation testing": "Automation Testing",
  "Automation Testing": "Automation Testing",
  "at": "Automation Testing",
  "ci/cd pipelines": "CI/CD Pipelines",
  "CI/CD Pipelines": "CI/CD Pipelines",
  "p": "CI/CD Pipelines",
  "continuous delivery": "Continuous Delivery",
  "Continuous Delivery": "Continuous Delivery",
  "cd": "Compiler Design",
  "observability": "Observability",
  "Observability": "Observability",
  "data visualization": "Data Visualization",
  "Data Visualization": "Data Visualization",
  "dv": "Data Visualization",
  "oauth": "OAuth",
  "OAuth": "OAuth",
  "websockets": "WebSockets",
  "WebSockets": "WebSockets",
  "edge computing": "Edge Computing",
  "Edge Computing": "Edge Computing",
  "container security": "Container Security",
  "Container Security": "Container Security",
  "cs": "Container Security",
  "mobile performance optimization": "Mobile Performance Optimization",
  "Mobile Performance Optimization": "Mobile Performance Optimization",
  "mpo": "Mobile Performance Optimization",
  "accessibility": "Accessibility",
  "Accessibility": "Accessibility",
  "localization": "Localization",
  "Localization": "Localization",
  "internationalization": "Internationalization",
  "Internationalization": "Internationalization",
  "functional programming": "Functional Programming",
  "Functional Programming": "Functional Programming",
  "fp": "Functional Programming",
  "reactive programming": "Reactive Programming",
  "Reactive Programming": "Reactive Programming",
  "rp": "Reactive Programming",
  "concurrency": "Concurrency",
  "Concurrency": "Concurrency",
  "parallel programming": "Parallel Programming",
  "Parallel Programming": "Parallel Programming",
  "pp": "Parallel Programming",
  "high performance computing": "High Performance Computing",
  "High Performance Computing": "High Performance Computing",
  "hpc": "High Performance Computing",
  "compiler design": "Compiler Design",
  "Compiler Design": "Compiler Design",
  "database indexing": "Database Indexing",
  "Database Indexing": "Database Indexing",
  "di": "Database Indexing",
  "query optimization": "Query Optimization",
  "Query Optimization": "Query Optimization",
  "qo": "Query Optimization",
  "data governance": "Data Governance",
  "Data Governance": "Data Governance",
  "dg": "Data Governance",
  "data lineage": "Data Lineage",
  "Data Lineage": "Data Lineage",
  "dl": "Data Lineage",
  "data catalog": "Data Catalog",
  "Data Catalog": "Data Catalog",
  "dc": "Data Catalog",
  "model serving": "Model Serving",
  "Model Serving": "Model Serving",
  "ms": "Model Serving",
  "reinforcement learning": "Reinforcement Learning",
  "Reinforcement Learning": "Reinforcement Learning",
  "rl": "Reinforcement Learning",
  "gans": "GANs",
  "GANs": "GANs",
  "recommendation systems": "Recommendation Systems",
  "Recommendation Systems": "Recommendation Systems",
  "rs": "Recommendation Systems",
  "time series analysis": "Time Series Analysis",
  "Time Series Analysis": "Time Series Analysis",
  "tsa": "Time Series Analysis",
  "anomaly detection": "Anomaly Detection",
  "Anomaly Detection": "Anomaly Detection",
  "graph databases": "Graph Databases",
  "Graph Databases": "Graph Databases",
  "spatial databases": "Spatial Databases",
  "Spatial Databases": "Spatial Databases",
  "geospatial analysis": "Geospatial Analysis",
  "Geospatial Analysis": "Geospatial Analysis",
  "ga": "Geospatial Analysis",
  "telemetry": "Telemetry",
  "Telemetry": "Telemetry",
  "chaos engineering": "Chaos Engineering",
  "Chaos Engineering": "Chaos Engineering",
  "ce": "Chaos Engineering",
  "blue-green deployment": "Blue-Green Deployment",
  "Blue-Green Deployment": "Blue-Green Deployment",
  "d": "UI/UX Design",
  "canary releases": "Canary Releases",
  "Canary Releases": "Canary Releases",
  "cr": "Canary Releases",
  "feature flags": "Feature Flags",
  "Feature Flags": "Feature Flags",
  "ff": "Feature Flags",
  "policy as code": "Policy as Code",
  "Policy as Code": "Policy as Code",
  "pac": "Policy as Code",
  "infrastructure as code": "Infrastructure as Code",
  "Infrastructure as Code": "Infrastructure as Code",
  "iac": "Infrastructure as Code",
  "edge ai": "Edge AI",
  "Edge AI": "Edge AI",
  "ea": "Explainable AI",
  "tinyml": "TinyML",
  "TinyML": "TinyML",
  "federated learning": "Federated Learning",
  "Federated Learning": "Federated Learning",
  "fl": "Federated Learning",
  "privacy-preserving ml": "Privacy-preserving ML",
  "Privacy-preserving ML": "Privacy-preserving ML",
  "m": "Privacy-preserving ML",
  "differential privacy": "Differential Privacy",
  "Differential Privacy": "Differential Privacy",
  "dp": "Differential Privacy",
  "explainable ai": "Explainable AI",
  "Explainable AI": "Explainable AI",
  "model interpretability": "Model Interpretability",
  "Model Interpretability": "Model Interpretability",
  "mi": "Model Interpretability",
  "a/b testing": "A/B Testing",
  "A/B Testing": "A/B Testing",
  "t": "A/B Testing",
  "experimentation": "Experimentation",
  "Experimentation": "Experimentation",
  "knowledge graphs": "Knowledge Graphs",
  "Knowledge Graphs": "Knowledge Graphs",
  "kg": "Knowledge Graphs",
  "ontology design": "Ontology Design",
  "Ontology Design": "Ontology Design",
  "od": "Ontology Design",
  "data monetization": "Data Monetization",
  "Data Monetization": "Data Monetization",
  "dm": "Data Monetization",
  "payment gateways": "Payment Gateways",
  "Payment Gateways": "Payment Gateways",
  "pg": "Payment Gateways",
  "pci compliance": "PCI Compliance",
  "PCI Compliance": "PCI Compliance",
  "pc": "PCI Compliance",
  "content delivery networks": "Content Delivery Networks",
  "Content Delivery Networks": "Content Delivery Networks",
  "cdn": "CDN",
  "CDN": "CDN",
  "image processing": "Image Processing",
  "Image Processing": "Image Processing",
  "ip": "Image Processing",
  "audio processing": "Audio Processing",
  "Audio Processing": "Audio Processing",
  "ap": "Audio Processing",
  "speech recognition": "Speech Recognition",
  "Speech Recognition": "Speech Recognition",
  "sr": "Speech Recognition",
  "signal processing": "Signal Processing",
  "Signal Processing": "Signal Processing",
  "sp": "Signal Processing",
  "spatial audio": "Spatial Audio",
  "Spatial Audio": "Spatial Audio",
  "sa": "Spatial Audio",
  "streaming media": "Streaming Media",
  "Streaming Media": "Streaming Media",
  "video encoding": "Video Encoding",
  "Video Encoding": "Video Encoding",
  "ve": "Video Encoding",
  "real-time systems": "Real-time Systems",
  "Real-time Systems": "Real-time Systems",
  "s": "Real-time Systems",
  "web development": "Web Development",
  "Web Development": "Web Development",
  "wd": "Web Development",
  "artificial intelligence": "Artificial Intelligence",
  "Artificial Intelligence": "Artificial Intelligence",
  "ai": "Artificial Intelligence",
  "mobile development": "Mobile Development",
  "Mobile Development": "Mobile Development",
  "md": "Mobile Development",
  "devops": "DevOps",
  "DevOps": "DevOps",
  "cloud computing": "Cloud Computing",
  "Cloud Computing": "Cloud Computing",
  "cc": "Cloud Computing",
  "ui/ux design": "UI/UX Design",
  "UI/UX Design": "UI/UX Design",
  "blockchain development": "Blockchain Development",
  "Blockchain Development": "Blockchain Development",
  "bd": "Big Data",
  "big data": "Big Data",
  "Big Data": "Big Data",
  "robotics": "Robotics",
  "Robotics": "Robotics"
}