Chatbots That Actually Understand Context
Not just keyword matchers — AI-powered assistants that understand your domain, maintain conversation context, and integrate cleanly into your existing product.
What I Build
I build chatbots backed by large language models — customized with your product context, tone, and data. Whether it's a customer support bot that handles FAQs intelligently, an internal tool that queries your knowledge base, or a workflow assistant that triggers actions, I scope and ship it end-to-end.
Integration is part of the deliverable. The bot gets embedded into your product — whether that's a web app, a Slack workspace, or a custom interface — with clean API communication and proper error handling.
Context-Aware
Conversation history maintained across turns — so the bot remembers what was said and responds accordingly.
Domain Customized
Prompted and fine-tuned to your specific product, tone, and knowledge — not a generic assistant.
Fully Integrated
Embedded into your web app, dashboard, or communication tools — not a standalone prototype.
Reliable & Fallback-Safe
Handles edge cases gracefully — with fallback responses and escalation paths built in.
How It Gets Built
Requirements & Scope
We define the use case — what questions the bot answers, what actions it triggers, and where it lives.
Week 1Knowledge Base & Prompting
Your content, FAQs, and product context get structured into the system prompt and retrieval layer.
Week 1–2Bot Development & Testing
Core bot logic built, edge cases tested, and response quality validated against real user queries.
Week 2–3Integration & Handover
Embedded into your product with API communication, error handling, and usage documentation.
Week 3–4Service Overview
"Fast, communicative, and thorough. Exactly what you want in a developer. Delivered well within the agreed timeline."
Describe Your Chatbot
Tell me the use case and where it needs to live — I'll scope it out.