Hi, I'm Dino
AI Developer | ML Engineer
AI Developer at BlueCallom AG, building practical AI solutions with LLMs. I'm driven by AI's potential to solve real world problems and improve the way we live and work.
My story so far
AI Developer and ML Engineer based in Switzerland, currently building agentic AI systems in production at BlueCallom AG in Zurich.
My experience covers backend development, LLM integration, and building retrieval-augmented generation systems, along with deployment and cloud infrastructure. On the ML side, I have hands-on experience with both supervised and unsupervised learning through my projects and my ongoing BSc in Applied Artificial Intelligence.
I believe AI is a general-purpose technology on the level of electricity — applicable to nearly everything, from curing diseases to accelerating scientific discovery in ways we haven't seen before. I'm genuinely excited about what's ahead, and I want to be part of building it.
AI Developer
BlueCallom AG, Zurich
BSc Applied Artificial Intelligence
IU International University
Switzerland
Menzingen, ZG
Where I've worked
Feb 2025 — May 2026 · Zurich, Switzerland
AI Prompt Engineer / AI Developer
BlueCallom AG
- Built end-to-end agentic AI solutions automating business processes across Sales, Product Launching, Innovation, AI Compliance, and Competing
- Built a Custom RAG Pipeline — a multi-tenant agentic system that plans, runs semantic search, executes SQL, and returns structured responses via Django API
- Involved in product decisions — helped define what we build next, wrote requirements for the dev team, and bridged the gap between business needs and technical implementation
Jan 2020 — Jan 2025 · Baar, ZG, Switzerland
Gardener → Head of Garden Maintenance
R. Zurcher Hauswart-Service GmbH
- Started as a gardener, promoted to department head within a year
- Managed a team of 5+ across 170+ property contracts
Jun 2018 — Dec 2019 · Zug, Switzerland
Landscaper
Gartenbau A. Hurlimann GmbH
- Commercial and residential landscaping — project execution, planning, and deadline management
Feb 2015 — Feb 2018 · Zagreb, Croatia
Warehouse Worker → Warehouse Manager
SALESIANER Gruppe
- Promoted from worker to manager within two years
- Ran daily warehouse operations and inventory management
What I've built
Project Preview
Custom RAG Pipeline System
Provider-agnostic agentic RAG framework built for the BlueCallom platform. An LLM agent receives a query, builds an execution plan, then loops through tools — semantic search, SQL queries, dependency checks, pricing lookups — until it assembles a complete answer. Multi-tenant by design.
Project Preview
Phi-3 Cloud Deployment
Infrastructure-as-Code project deploying Microsoft Phi-3 Mini (3.8B, 4-bit AWQ) as a streaming inference API on AWS. Six Terraform modules cover networking, ECS on GPU instances with auto-scaling to zero, ALB with WAF rate limiting, CloudFront + S3 frontend, and CloudWatch dashboards with alerting.
Project Preview
ArXiv AI Research Trends
Unsupervised learning analysis of 181k+ AI papers from ArXiv (2024-2026). Tested 9 embedding × clustering combinations, validated clusters against ArXiv categories using ARI and NMI, and identified growth trends via linear regression. Cluster labels generated automatically using Claude API.
My toolbox
Languages
AI / ML
Data
Web
DevOps / Cloud
Say hello
Feel free to reach out if you have any questions or would like to get in touch.
dino.smuc@gmail.com
Location
Menzingen, Switzerland