Preet P.

I help businesses turn complex ideas and inefficient workflows into production-ready AI products. As a Forward-Deployed AI Engineer, I work closely with founders, product teams, and business stakeholders to understand the real problem, design the right solution, and take it from concept to production. With 7+ years of full-stack engineering experience, I can own both the AI intelligence and the complete product around it—frontend, backend, integrations, databases, cloud infrastructure, and deployment. 🤖 AI AGENTS & AGENTIC SYSTEMS ✔ Autonomous and human-in-the-loop AI agents ✔ Multi-step reasoning, tool calling, memory, and workflow orchestration ✔ Single-agent and multi-agent architectures ✔ LangGraph, LangChain, OpenAI Assistants API, Google ADK, AWS Bedrock, AgentCore, and Strands Agents ✔ Custom MCP servers and third-party tool integrations 🎙️ VOICE AI & CONVERSATIONAL AI ✔ Real-time AI voice assistants for sales, support, qualification, and operations ✔ Complete STT → LLM → TTS pipelines ✔ Whisper, Deepgram, ElevenLabs, Twilio, and WebRTC integrations ✔ Context-aware chatbots with memory, structured responses, and business actions ✔ OpenAI, Claude, Gemini, and other models selected according to accuracy, latency, and budget 📚 RAG & PRIVATE DATA SYSTEMS ✔ Secure AI search and Q&A across documents and business data ✔ Document ingestion, chunking, embeddings, retrieval, and evaluation ✔ Pinecone, pgvector, Chroma, PostgreSQL, and hybrid search ✔ Knowledge assistants with citations, access controls, and conversation memory ⚙️ AI AUTOMATION ✔ n8n and custom LLM-powered workflows ✔ CRM, email, WhatsApp, document, and internal-system integrations ✔ Automated lead qualification, follow-ups, reporting, and business operations ✔ Structured outputs, guardrails, monitoring, and failure-handling 💻 FULL-STACK PRODUCT ENGINEERING Frontend: React.js, Next.js, TypeScript, Tailwind CSS Backend: Node.js, NestJS, Express.js, GraphQL, Python Databases: PostgreSQL, MongoDB, MySQL, Redis Cloud: AWS, DigitalOcean, Docker, CI/CD, and production deployments WHY CLIENTS HIRE ME ✔ One engineer who can own AI, backend, frontend, integrations, and deployment ✔ Forward-deployed approach focused on solving the actual business problem ✔ Fast prototyping without sacrificing production quality ✔ Clean and scalable architecture built for long-term growth ✔ Clear communication, practical recommendations, and proactive progress updates If you need someone who can understand your business, challenge unclear requirements, build the solution, and deploy it successfully, send me a message. Let’s turn your AI idea into a product people can actually use.