{ "siteInfo": { "name": "Mugdha Vairagade Portfolio", "url": "https://www.vmugdha.in", "owner": "Mugdha Vairagade", "profession": "Technical Writer, AI Developer, Developer Relations, Event Organizer", "lastUpdated": "2026-04-05", "description": "Portfolio showcasing technical writing, AI development projects, and Developer Relations events and outreach by Mugdha Vairagade." }, "contactInfo": { "email": "vmugdha.web@gmail.com", "linkedin": "https://www.linkedin.com/in/mugdhav", "github": "https://github.com/mugdhav", "twitter": "https://x.com/vmugdha" }, "expertise": [ "Technical Writing", "AI Development", "Developer Relations", "Machine Learning", "API Documentation", "DITA Authoring", "CrewAI", "Multi-agent Systems", "React", "TypeScript", "User Research", "n8n Workflows" ], "content": { "pages": [ { "path": "/index.html", "title": "Portfolio Homepage", "type": "main", "sections": ["hero", "about", "portfolio", "contact"], "description": "Main portfolio page with overview of skills and projects" }, { "path": "/blog/blog.html", "title": "Blog", "type": "blog-index", "description": "Blog posts about technical writing, AI development, and UX design" }, { "path": "/pages/TechEvents.html", "title": "Tech Events", "type": "events", "description": "Technology events organized by Mugdha Vairagade including Pie & AI Pune meetups and workshops" }, { "path": "/pages/Podcasts.html", "title": "Podcasts", "type": "media", "description": "Podcast conversations with industry experts on technical writing, AI, and content strategy" }, { "path": "/pages/PreEventInstructions.html", "title": "Tutorial: Run AI Models Locally", "type": "tutorial", "description": "Step-by-step tutorial for setting up open-source language models locally using Ollama" }, { "path": "/pages/EventExplore.html", "title": "Event Exploration", "type": "events", "description": "Explore and search through tech events" }, { "path": "/pages/SheBuildsVolunteerGuide.html", "title": "SheBuilds on Lovable — Volunteer Guide | IWD 2026 Pune", "type": "event-guide", "description": "Volunteer information guide for SheBuilds on Lovable — a free 3-hour in-person hackathon in Pune, India hosted by Mugdha Vairagade on International Women's Day, March 8, 2026" } ], "articles": [ { "title": "How I Added Performance Monitoring to My MCP Server with AppSignal", "path": "/blog/appsignal-mcp-monitoring.html", "type": "case-study", "topics": ["MCP Server", "AppSignal", "OpenTelemetry", "APM", "Python", "Performance Monitoring"], "description": "Complete implementation guide for adding Application Performance Monitoring to a Python MCP server using AppSignal and OpenTelemetry, covering custom instrumentation, metrics tracking, error reporting, and dashboard configuration" }, { "title": "Tutorial: Your Personal AI - Run Models Locally", "path": "/pages/PreEventInstructions.html", "type": "tutorial", "topics": ["AI Development", "Ollama", "Small Language Models", "Local AI", "Phi3", "Gemma3"], "description": "Step-by-step tutorial for setting up and running open-source and small language models locally using Ollama" }, { "title": "Developer Documentation: SarvamAI Indian Language Translator", "url": "https://github.com/mugdhav/SarvamAPICodeSample.git", "type": "documentation", "topics": ["API Documentation", "Indian Languages", "Translation", "Python"], "description": "Implementation guide with Python code samples and Google Colab notebook for SarvamAI translation API" }, { "title": "From MVP to Enterprise: Why Your AI Application Needs a Data Privacy Shield", "url": "https://www.linkedin.com/pulse/from-mvp-enterprise-why-your-ai-application-needs-data-vairagade-xboue", "type": "external-article", "topics": ["AI Development", "Data Privacy", "Enterprise Applications"], "description": "Guide on building data protection layers for AI applications" }, { "title": "Voice Agent Contact Centres Explained", "path": "/assets/pdfs/UnderstandingAIEnabledContactCenterWork.pdf", "type": "pdf-article", "topics": ["AI Development", "Contact Centers", "Voice AI"], "description": "Architecture and implementation of AI-enabled contact centers" }, { "title": "No Error Messages!", "url": "https://www.linkedin.com/pulse/error-messages-mugdha-vairagade-8bkhf", "type": "external-article", "topics": ["UX Design", "Error Prevention", "User Experience"], "description": "UX design principles for reducing user input errors" } ], "blogPosts": [ { "title": "How I Added Performance Monitoring to My MCP Server with AppSignal", "path": "/blog/appsignal-mcp-monitoring.html", "date": "2026-02-15", "category": "AI Development", "readTime": "10 min read", "topics": ["MCP Server", "AppSignal", "OpenTelemetry", "APM", "Python", "Performance Monitoring"], "description": "Walkthrough of integrating AppSignal APM with a Python MCP server to track performance, errors, and resource usage for enterprise-grade scalability" }, { "title": "Find Your Perfect AI Agent: A Guide for Non-Tech Professionals", "url": "https://www.linkedin.com/pulse/find-your-perfect-ai-agent-mugdha-vairagade-tt3xf", "date": "2025-12-28", "category": "AI Development", "readTime": "3 min read", "topics": ["AI Agents", "Non-Technical Guide", "AI Selection"], "description": "Easy-to-follow guide helping non-technical professionals understand AI agents and find the right ones for their needs" }, { "title": "Preparing Information Architecture for AI-Delivered Content", "url": "https://www.linkedin.com/pulse/preparing-information-architecture-aidelivered-mugdha-vairagade-deo5f", "date": "2025-12-26", "category": "Technical Writing", "readTime": "2 min read", "topics": ["Information Architecture", "AI Content Delivery", "Content Strategy"], "description": "How information architects and technical writers can prepare content ecosystems for AI-powered delivery" }, { "title": "Snapshots from Pie & AI Pune: Extracting and Structuring Information", "url": "https://www.linkedin.com/pulse/snapshots-from-pie-ai-pune-extracting-structuring-mugdha-vairagade-uw7yf", "date": "2025-10-06", "category": "AI Development", "readTime": "3 min read", "topics": ["Information Extraction", "Document AI", "LandingAI", "DocETL"], "description": "Recap of Pie & AI event exploring AI-powered information extraction from documents and images" }, { "title": "Generating Content with Open Source Models", "url": "https://www.linkedin.com/pulse/generating-content-open-source-models-mugdha-vairagade-xujuf", "date": "2025-09-16", "category": "AI Development", "readTime": "2 min read", "topics": ["Open Source AI", "Content Generation", "Ollama", "Local Models"], "description": "Exploring content generation with lightweight open source models like phi3 and gemma3 using Ollama" }, { "title": "An Experiment with Indian AI", "url": "https://www.linkedin.com/pulse/experiment-indian-ai-mugdha-vairagade-cqvef", "date": "2025-09-08", "category": "AI Development", "readTime": "3 min read", "topics": ["Indian AI", "Sarvam AI", "BharatGPT", "Native Language AI"], "description": "Insights from exploring Indian AI platforms like Sarvam AI and BharatGPT for native language capabilities" } ], "projects": [ { "title": "Open Source Model Fine-Tuning", "type": "ai-development", "demo": "https://github.com/mugdhav/TrainOSModels", "technologies": ["LoRA", "SigLIP", "Hugging Face", "BLIP", "Google Colab", "Python"], "description": "Jupyter notebooks for fine-tuning open source vision-language models (SigLIP) on domain-specific datasets using LoRA, with a three-stage pipeline: caption generation, training, and verification", "year": 2026 }, { "title": "Security Auditor", "type": "ai-development", "demo": "https://mugdhav-security-auditor.hf.space", "technologies": ["Security Analysis", "NVD API", "Vulnerability Scanning", "Web Security"], "description": "Security tool that scans code and web deployments for vulnerabilities with 40+ security checks and NVD enrichment", "year": 2026 }, { "title": "MV Subtitle Generator", "type": "ai-development", "demo": "https://mugdhav-transcript-reviewer.hf.space", "technologies": ["LLMs", "Audio Processing", "SRT Generation", "Error Detection"], "description": "AI-powered subtitle generation tool that creates and tidies SRT subtitles for MP3/MP4 files, detecting errors, misheard words, and out-of-context phrases", "year": 2025 }, { "title": "Media Search MCP Server", "type": "ai-development", "demo": "https://mugdhav-mediasearchmcp.hf.space", "technologies": ["MCP", "Media Search", "AI Agents", "API Integration"], "description": "MCP server enabling AI agents to search across media sources with MCP-compatible client integration", "year": 2025 }, { "title": "UnicornFinder - AI Analyst for Startups", "type": "ai-development", "demo": "https://ai.studio/apps/drive/1BQ4qO7IU4pwYhYBmQ9eTLy-tLE6v51OJ", "technologies": ["AI", "Investment Analysis", "Startup Evaluation"], "description": "Tool for venture capitalists to evaluate startups and get investment insights", "year": 2025 }, { "title": "Image To DITA Converter", "type": "ai-development", "demo": "https://youtu.be/783w_xChhn0", "technologies": ["LLMs", "Computer Vision", "DITA", "Workflow Analysis"], "description": "AI tool using LLMs with vision to identify workflows in images and generate DITA task topics", "year": 2025 }, { "title": "Jira to Release Notes Draft Generator", "type": "ai-development", "demo": "https://youtu.be/RWlTJ-76QoY", "technologies": ["AI", "Jira API", "Natural Language Generation"], "description": "AI tool that generates feature release notes from Jira descriptions", "year": 2024 }, { "title": "GitHub Repository Interview Workflow with n8n", "type": "ai-development", "demo": "https://youtu.be/9P01zPxpbdY", "technologies": ["n8n", "GitHub API", "Workflow Automation", "Technical Writing"], "description": "n8n workflow enabling technical writers to extract information from GitHub repositories", "year": 2025 }, { "title": "React Pong", "type": "ai-development", "demo": "https://ai.studio/apps/drive/19H4i0hWXQe_OPV-v18GzQnzoobRhYvvr", "technologies": ["React", "TypeScript", "AI", "Game Development"], "description": "AI-enabled Pong game built with React and TypeScript", "year": 2025 }, { "title": "SarvamAI Indian Language Translator", "type": "ai-development", "demo": "https://github.com/mugdhav/SarvamAPICodeSample", "technologies": ["Python", "SarvamAI API", "Indian Languages", "Translation"], "description": "Python application leveraging SarvamAI API to translate text between Indian languages including Hindi, Marathi, Tamil, Telugu, Bengali", "year": 2025 }, { "title": "Hindi Chat Agent with BharatGPT", "type": "ai-development", "demo": "https://youtube.com/shorts/hQR19TK41DI", "technologies": ["BharatGPT", "Hindi NLP", "Chat Agent", "Indian AI"], "description": "BharatGPT model-based chat agent that can interact in Hindi", "year": 2025 } ], "podcasts": [ { "title": "Conversation with Rahel Anne Bailie - Preparing Information Architecture for AI-Delivered Content", "path": "/pages/Podcasts.html#conversation-rahel-bailie", "date": "December 2025", "duration": "60 min", "guest": "Rahel Anne Bailie", "topics": ["Information Architecture", "AI-Delivered Content", "Content Strategy", "Technical Writing"], "description": "Dynamic conversation exploring challenges, key considerations, building blocks, and best practices for effective content delivery in AI-driven environments" }, { "title": "Conversation with Scott Abel - Documentation Success Metrics in the AI Age", "path": "/pages/Podcasts.html#conversation-scott-abel", "date": "December 2025", "duration": "45 min", "guest": "Scott Abel (The Content Wrangler)", "topics": ["Technical Writing", "Documentation Success Metrics", "AI in Documentation", "Future of Tech Comm"], "description": "Insightful conversation with globally recognized content strategist discussing documentation success metrics, AI for documentation, and the future of technical communication" } ], "events": [ { "title": "Pie & AI: Pune - Your Personal AI - Run Models Locally", "date": "October 31, 2025", "location": "Virtual Event", "organization": "Pie & AI by DeepLearning.AI", "topics": ["Open Source AI", "Small Language Models", "Local AI", "Ollama"], "description": "Explore open-source and small language models that can be run locally and generate content competently" }, { "title": "Pie & AI: Pune - Content Generation with Open Source Models", "date": "September 13, 2025", "location": "Cafe Buddys Espresso Baner, Pune", "organization": "Pie & AI by DeepLearning.AI", "topics": ["Content Generation", "Open Source Models", "Text Generation", "Image Generation"], "description": "Hands-on session exploring content generation using Open Source models for text, images, and code" }, { "title": "Pie & AI: Pune - Extracting and Structuring Information from Text", "date": "September 28, 2025", "location": "Pune, India", "organization": "Pie & AI by DeepLearning.AI", "topics": ["Information Extraction", "Text Mining", "Data Structuring", "Machine Learning"], "description": "Interactive session on extracting and structuring information from unstructured text using AI" }, { "title": "Preparing Information Architecture for AI-Delivered Content", "date": "December 22, 2025", "location": "Virtual Event", "organization": "Technical Writers and Information Architects Community", "topics": ["Information Architecture", "AI Content", "Content Strategy"], "description": "Virtual event with Rahel Anne Bailie on preparing IA for AI-delivered content" }, { "title": "Invent4Customers 2024", "date": "August - November 2024", "location": "SAP Labs India, Pune", "organization": "SAP Labs India", "topics": ["AI Innovation", "Hackathon", "Customer Innovation"], "description": "3-month innovation program with AI quizzes, 24-hour hackathon, and build sessions with Asian Paints, Henkel, Google" }, { "title": "SheBuilds on Lovable — International Women's Day, Pune", "date": "March 8, 2026", "location": "Pune, India", "organization": "SheBuilds by Lovable", "role": "Event Host", "topics": ["Women in Tech", "AI Development", "Hackathon", "Vibe Coding", "Lovable", "IWD 2026"], "url": "https://shebuilds.lovable.app", "guideUrl": "https://www.vmugdha.in/pages/SheBuildsVolunteerGuide.html", "description": "Host for SheBuilds on Lovable — a free 3-hour in-person hackathon in Pune celebrating International Women's Day. Women of all skill levels build and publish real AI-powered applications using Lovable's natural language platform. Part of a global SheBuilds event across multiple cities." } ] }, "skills": { "technical_writing": { "tools": ["DITA", "Markdown", "API Documentation", "User Manuals"], "specialties": ["Error Message Design", "Workflow Documentation", "Technical Tutorials"] }, "ai_development": { "frameworks": ["Python", "n8n", "Claude Skills", "Gemini", "OpenAI APIs", "Computer Vision"], "specialties": ["Multi-agent Systems", "LLM Integration", "Workflow Automation"] }, "programming": { "languages": ["JavaScript", "TypeScript", "Python"], "frameworks": ["React", "n8n"], "tools": ["GitHub", "Jira Integration"] }, "_disabled_ux_design": { "note": "UX Design skills - currently hidden", "tools": ["Figma", "User Research", "Wireframing", "Prototyping"], "specialties": ["Interface Design", "Accessibility", "User Journey Mapping"] } }, "keyThemes": [ "Bridging technical complexity with user experience", "AI-enabled workflow automation", "Multi-agent system development", "Technical documentation for developers", "User-centered design principles", "Accessibility and error prevention", "Integration between AI tools and existing workflows" ] }