
Giovanni Tammaro
@giovannitammaro
I build secure AWS, GenAI, and network automation platforms that eliminate manual operations at scale.
What I'm looking for
I build secure AWS and GenAI platforms, drawing on experience at Amazon, Fiserv, Parker Hannifin, and in freelance engineering. My work spans cloud infrastructure, zero-touch deployment, network automation, security, and production AI systems.
At Amazon, I built touchless L7 hardware pre-provisioning tooling with Python, JavaScript, EC2, S3, DynamoDB, and internal APIs, making it the default workflow for new hardware deployments. I also improved dashboard ingestion throughput by about 40%, contributed to Python 3 migration work, and supported global datacenter scaling that increased available network capacity by roughly 30%.
Today, I build RAG and agentic AI systems on AWS Bedrock, including financial document Q&A with pgvector retrieval, multi-provider LLM routing, and source-attributed answers. I automate EKS delivery with Terraform, ArgoCD, Jenkins, CodePipeline, and Argo Rollouts while embedding zero-trust controls, observability, and cost optimization into cloud-native workloads.
Experience
Work history, roles, and key accomplishments
AWS AI Engineer
Freelance
Jan 2023 - Present (3 years 8 months)
Focused on advanced AWS engineering, cloud security, Kubernetes platform operations, CI/CD automation with Jenkins and CodePipeline, Generative AI (AWS Bedrock), and ongoing cost optimization across cloud environments. Strong hands-on experience delivering secure, scalable, cloud-native workloads.
Cloud Security & Compliance
Implementing GuardDuty, AWS Config, Inspector, IAM Access Analyzer, encr
Built a production RAG pipeline on AWS Bedrock (Anthropic Claude, Amazon Titan) with pgvector semantic retrieval, multi-provider LLM routing, and source-attributed responses, designed for financial document Q&A at scale. Deployed and operated EKS clusters with Istio service mesh and Kiali observability - implemented canary and blue/green traffic shifting via Argo Rollouts with automated rollback o
At Fiserv, I played a key role in streamlining internal operational workflows by converting fragmented tribal knowledge into structured, audit-ready documentation and actionable training content. This improved cross-team clarity, accelerated onboarding, and reduced operational friction during handovers.
On the application side, I modernized both the JavaScript frontend and the Django backend supp
As a Network Development Engineer II, I focused on building large-scale automation and tooling that removed operational friction and unlocked new capacity for Amazon’s global datacenter network. I engineered multiple internal solutions for L7 that eliminated repetitive manual work, improved reliability, and accelerated overall deployment velocity.
I built a zero-risk, touchless pre-provisioning w
As a Network Deployment Engineer I, I contributed to Amazon’s large-scale datacenter growth by delivering high-impact projects under the ASD (Aggregation Scaling & Deployment) program. I played a key role in Spine Scaling, creating brand-new deployment templates that did not previously exist, enabling end-to-end build-outs of additional spine capacity and significantly increasing datacenter throug
As an On-Prem Network & Systems Engineer at Parker Hannifin, I delivered several high-impact infrastructure modernization projects across UK and EU sites.
I led the migration of multiple plants to the UK Datacenter, consolidating legacy servers and Active Directory domains. This reduced authentication latency by over 40% and eliminated repeated login failures across production environments. I als
Security Consultant
Freelance
Jan 2002 - Apr 2004 (2 years 3 months)
As a Security Consultant, I worked across enterprise environments implementing and optimizing Trend Micro security solutions, with a strong focus on IDS/IPS, endpoint protection, and threat-detection strategies. I collaborated with security and infrastructure teams to assess vulnerabilities, design mitigation plans, and ensure continuous protection of business-critical systems.
My responsibiliti
Education
Degrees, certifications, and relevant coursework
eForHum Networking Academy - Milan
Computer Systems Networking and Telecommunications
University of Bologna
Degree, Physics
1996 - 2001
Studied physics at the Department of Physics from 1996 to 2001.
University of Bologna (Alma Mater Studiorum – Università di Bologna)
Degree, Department of Physics
1996 - 2001
eForHum Networking Academy
Computer Systems Networking and Telecommunications
Studied computer systems networking and telecommunications.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Salary expectations
Job categories
Skills
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