AI Solutions Engineer · Cardiff, UK
LinkedIn · Portfolio · SurveyAI Live Demo

I design and deploy LLM‑powered automation systems and full‑stack AI applications for PropTech, automation, and AI SaaS startups. I turn ambiguous operational problems into production AI that teams actually trust.

Key outcomes I've delivered (all from production systems):

• Reduced manual clerical workload by 10+ hours/week across UK, India, Kuwait via LLM automation (Voiceflow + Bland AI + Make)
• Generated RICS reports in <30 seconds from unlimited property images — cut £400‑500 survey costs to near zero
• Cut manual inventory review from 4 hours to <1 hour with a solo full‑stack ETL system (Python/SQL)
• Achieved near‑zero hallucinations across 1,000+ test interactions using retrieval‑based context injection + guardrails
• Maintained 99.9% uptime across three production pilots with monitoring + iterative optimisation

PropTech tool → live production | React · TypeScript · AWS Bedrock (Claude/Nova Pro)

Built LLM vision defect analysis that generates RICS‑aligned reports in <30 seconds from unlimited photos. Proved AI defect analysis to four PropTech founders via live demo, earning direct product validation. Secured UK jurisdiction compliance by migrating Claude to AWS Bedrock (eu‑west‑2).
Live: surveyaixtaurgo.netlify.app

Multi‑country production deployment

Deployed LLM‑powered customer automation across UK, India, and Kuwait, achieving ~80% query deflection and 24/7 real‑time response. Reduced manual workload by 10+ hours/week. Maintained 99.9% uptime across three pilots.
Live: falconmind.solutions

Python · SQL · Grafana · Prometheus

Cut manual inventory review from 4 hours to <1 hour by building a solo full‑stack ETL ecosystem, saving 3+ hours per audit cycle. Delivered audit‑ready workbooks with weekly stakeholder reviews.

LLM & Automation: AWS Bedrock (Claude, Nova Pro) · OpenAI · Anthropic · Voiceflow · Bland AI · Vapi · Make · RAG · prompt engineering

Backend & Infra: Python · Flask · SQL · ETL · REST APIs · JSON Schema · Grafana · Prometheus

Frontend: TypeScript · React · jsPDF · Netlify

Data & Tools: Airtable · Calendly · Supabase · Git · GitHub

Microsoft Certified Data Analyst · MSc Data Science & Analytics (Merit), Cardiff University

AI Solutions Engineer roles in startups and scale-ups — where I can ship production AI that solves real operational problems under uncertainty.

📬 DM on LinkedIn or email
⚡ Fastest way to see my work: SurveyAI live demo — no login, no waiting.