Aidan K.

"So far, Aidan has been able to solve every single thing I have thrown at him... he thinks carefully ahead and creates the most optimal system for your use case" - Roland, AI Healthcare Client PROVEN RESULTS → Built a AI job-matching and resume-tailoring pipeline driving $500k in customer value. → Built a multi-tenant, penetration-tested, health compliant SaaS, saving clinics ~$50k+ a year. → Built keyword research + tracking system, scaling traffic to 1.8M visitors and $230k+ annual profit. INTRO Hey! I'm Aidan. I build AI agents and LLM workflows that take repetitive work off your team: lead generation, support chatbots, document processing and RAG search. My n8n, Python, Claude and OpenAI builds run in production, not just in demos. WHAT I BUILD - AI agents and agentic workflows: n8n, Claude, OpenAI API, structured outputs, tool use, MCP, text-to-SQL - RAG and AI search: embeddings, vector databases, hybrid search (dense + sparse), query reformulation, multimodal video retrieval, Neo4j knowledge graphs, topic clustering - Chatbots: memory, multi-step flows, human review and audit tools, Slack, Telegram and Discord bots - Workflow automation: n8n, Make, REST APIs, webhooks, Airtable, Google Sheets, Gmail / Google Workspace, Odoo CRM, Instantly - Document and data automation: invoice parsing and OCR, resume and DOCX generation, reconciliation - Browser automation and scraping: Playwright, Apify, SerpAPI - AI video and media automation: Remotion, ElevenLabs, ShotStack, FFmpeg, Whisper - Custom AI SaaS and internal tools: Python (Flask, Quart), JavaScript, Firebase, Supabase / Postgres, Google Cloud Platform, Docker, OAuth2, role-based access - Dashboards and reporting: Looker Studio, custom dashboards, KPI design HOW I WORK 1. Map your current process and pick the highest-ROI automation targets. 2. Prototype fast in n8n or Make for quick wins. 3. Write custom Python or JavaScript where no-code falls short. 4. Add logging, error handling and idempotent reruns so automations keep running when a third-party service fails. 5. Hand over with documentation, a changelog and Loom walkthroughs for every release. WHY ME I combine AI agent development with a finance background (former CFA Charterholder, BNP Paribas risk reporting, Baker Tilly deal advisory), so I understand both the technical build and the reporting and stakeholder side of the workflow. BEST FIT SMBs, agencies, media, healthcare and finance teams that want an AI agent, n8n automation, RAG chatbot, LLM integration, lead-generation automation, document processing or an AI-powered SaaS MVP. TO START Send me the process you want automated, the tools involved and what a good outcome looks like. I'll reply with a clear plan and a rough scope.