Punit J.

I build production-ready AI systems for startups, SaaS companies, and enterprises, including AI MVPs, RAG applications, AI agents, workflow automation, and AI-powered products. I specialize in 𝐀𝐠𝐞𝐧𝐭𝐢𝐜 𝐀𝐈 𝐬𝐲𝐬𝐭𝐞𝐦𝐬 that connect AI models with business data, databases, APIs, CRMs, applications, and workflows to automate real business processes. My work covers 𝐆𝐞𝐧𝐞𝐫𝐚𝐭𝐢𝐯𝐞 𝐀𝐈, 𝐋𝐋𝐌 𝐞𝐧𝐠𝐢𝐧𝐞𝐞𝐫𝐢𝐧𝐠, 𝐑𝐀𝐆, 𝐦𝐮𝐥𝐭𝐢-𝐚𝐠𝐞𝐧𝐭 𝐬𝐲𝐬𝐭𝐞𝐦𝐬, 𝐌𝐂𝐏 𝐬𝐞𝐫𝐯𝐞𝐫𝐬, 𝐂𝐥𝐚𝐮𝐝𝐞 𝐂𝐨𝐝𝐞, 𝐀𝐈 𝐚𝐮𝐭𝐨𝐦𝐚𝐭𝐢𝐨𝐧, 𝐌𝐢𝐜𝐫𝐨𝐬𝐨𝐟𝐭 𝐀𝐈, 𝐦𝐚𝐜𝐡𝐢𝐧𝐞 𝐥𝐞𝐚𝐫𝐧𝐢𝐧𝐠, 𝐚𝐧𝐝 𝐀𝐈 𝐩𝐫𝐨𝐝𝐮𝐜𝐭 𝐞𝐧𝐠𝐢𝐧𝐞𝐞𝐫𝐢𝐧𝐠. From building an AI MVP to developing and improving production AI systems, I focus on practical solutions that solve specific business problems and integrate with your existing technology. 𝐀𝐈 𝐄𝐧𝐠𝐢𝐧𝐞𝐞𝐫𝐢𝐧𝐠 𝐒𝐞𝐫𝐯𝐢𝐜𝐞𝐬 1. Generative AI MVP and API Development 2. LLM Engineering 3. RAG Chatbots and Knowledge Assistants 4. Enterprise RAG Solutions 5. AI Agents and Workflow Automation 6. Multi-Agent Systems 7. AI Automation Platforms 8. AI Product Engineering 9. MCP Server Development and AI Integrations 10. Claude Code and Agentic Engineering 11. Claude Code and MCP Engineering 12. Microsoft AI and Copilot Solutions 13. AI Data Extraction and Intelligent Processing 14. AI Guardrails and Reliability 15. Machine Learning 16. Deep Learning 17. Production AI Portfolio and Delivery 𝐀𝐈 𝐒𝐨𝐥𝐮𝐭𝐢𝐨𝐧𝐬 𝐟𝐨𝐫 𝐘𝐨𝐮𝐫 𝐁𝐮𝐬𝐢𝐧𝐞𝐬𝐬 I build AI solutions that connect models with data, applications, and business workflows. My work covers AI applications, intelligent assistants, enterprise knowledge systems, AI agents, automation platforms, APIs, and AI integrations. I can turn an AI idea into a working MVP, improve an existing application, or develop a production-ready system. I focus on practical solutions that fit your business needs and work with your existing technology. 𝐖𝐡𝐲 𝐂𝐥𝐢𝐞𝐧𝐭𝐬 𝐖𝐨𝐫𝐤 𝐖𝐢𝐭𝐡 𝐌𝐞 • 𝐁𝐮𝐬𝐢𝐧𝐞𝐬𝐬-𝐟𝐨𝐜𝐮𝐬𝐞𝐝 𝐀𝐈 𝐄𝐧𝐠𝐢𝐧𝐞𝐞𝐫𝐢𝐧𝐠: I build AI solutions around real business needs, with clear use cases, measurable goals, and practical workflows. • 𝐏𝐫𝐨𝐝𝐮𝐜𝐭𝐢𝐨𝐧-𝐫𝐞𝐚𝐝𝐲 𝐃𝐞𝐯𝐞𝐥𝐨𝐩𝐦𝐞𝐧𝐭: My team develops AI systems with security, testing, monitoring, scalability, and long-term maintenance in mind. • 𝐄𝐧𝐝-𝐭𝐨-𝐞𝐧𝐝 𝐄𝐧𝐠𝐢𝐧𝐞𝐞𝐫𝐢𝐧𝐠: I handle the full development process, from solution architecture and AI development to backend engineering, APIs, integrations, deployment, and ongoing improvements. • 𝐌𝐨𝐝𝐞𝐫𝐧 𝐀𝐈 𝐄𝐱𝐩𝐞𝐫𝐭𝐢𝐬𝐞: My experience covers generative AI, LLMs, RAG, AI agents, MCP, Claude Code, Microsoft Copilot, machine learning, and AI automation. • 𝐅𝐥𝐞𝐱𝐢𝐛𝐥𝐞 𝐄𝐧𝐠𝐚𝐠𝐞𝐦𝐞𝐧𝐭: I support AI MVPs, dedicated engineering teams, project-based development, and ongoing product engineering based on your requirements.