Founder @ CodesDevs: Vertical AI Agents • Full‑Stack (Next.js/TS) • Security‑first I design & ship specialised AI agents that solve real business problems — with reliability, telemetry, and guardrails.
- What I do: Build vertical AI agents (voice, back‑office, workflow) and secure web apps for SMEs → enterprise.
- How I work: Thin verticals → measurable ROI → instrumented → iterated.
- Stack: Next.js (App Router), React, TypeScript, Node/Python, Django, Postgres, Tailwind + shadcn/ui, Vercel/Cloud Run, Vertex AI / vLLM.
- Background: MSc Cyber Security (TalTech). Ex‑Zing & Monese (frontend), InsightAI (full‑stack).
- Interests: Trust & Safety for LLMs, agent tool‑use & evals, zero‑trust API gateways, OpenTelemetry.
- AI Receptionist — Dental Clinics 24/7 voice agent w/ calendar & CRM; reduces missed calls and boosts bookings.
- Invoice‑Reconciliation Agent — Finance Structured extraction + rules engine + human‑in‑the‑loop. Clear audit trails.
- Enterprise Agent Patterns Tool orchestration, eval harnesses, red‑teaming, incident playbooks.
Open to: enterprise gigs, partnerships/white‑label, and speaking.
- Shipped Next.js 13+ (App Router) + Django platform: scripting, RBAC, JWT, realtime, perf/security hardening.
- Built voice agents with calendar/CRM sync; analytics & call‑outcome dashboards.
- Designed eval & red‑team loops for LLM agents; reduced failure classes before prod.
- MS Cyber Security; authored thesis on Android mobile malware analysis.
- Outcome first → align on ROI & metrics.
- Threat‑model early → auth, data boundaries, auditability.
- Ship thin verticals → value in days/weeks.
- Instrument everything → traces, logs, metrics, user feedback.
- Harden & iterate → tests, evals, incident drills.
- Languages: TypeScript, JavaScript, Python, Go
- Frontend: Next.js (App Router), React, Tailwind, shadcn/ui, Zustand, Remix
- Backend: Node (Express/Fastify), Python (Django), REST/Webhooks
- Data: PostgreSQL, Redis, Firebase, Supabase
- AI/Agents: Vertex AI, vLLM/Ollama, Vapi (voice), eval harnesses, Temporal, CrewAI, GPT red teaming
- Infra: GCP (Cloud Run), Vercel, Docker, CI/CD, OpenTelemetry
- Security: OWASP Top‑10 for LLMs, GDPR, SOC 2/ISO‑27001 alignment
- 🔬 Advanced RAG patterns for production AI systems
- 🛡️ Red-teaming strategies for LLM applications
- ⚡ Edge deployment of voice agents
- 🏗️ Multi-agent orchestration with Temporal
DM me on X or LinkedIn. For project briefs: hello@codesdevs.io (or contact via website).
"Ship thin verticals that solve real problems. Measure everything. Iterate relentlessly."