beBee background
Professionals
>
Technology / Internet
>
Stevenage
Seyedhashem Hamzehzadeh

Seyedhashem Hamzehzadeh

MLOps Engineer
Stevenage, Stevenage District, Hertfordshire

Social


About Seyedhashem Hamzehzadeh:

A capable, motivated, accurate, and adaptable individual who loves challenging environments. Ability to manage time efficiently and work well individually and as a team.
Reliable, hardworking, quick learner, able to adapt to new work environments and projects.

- Masters of Science in Wireless and Computer Communication Networks, London, UK.
- Masters of Science in Information Technology (Advanced Computer Networks and Information
Security), IRAN.

Recent works: 

- Deployed and ran Kubernetes cluster (on-premise) on bare metal (Master node and 2 GPU worker nodes) [CRI-O container runtime, Calico Pod Network, MetalLB LoadBalancer, NVIDIA toolkit, NVIDIA device plugin, GPU-Operator].

- Deployed Kubeflow on GPU worker node. [Kustomize control command, OpenEBS].

- Managing and Maintaining Kubernetes cluster, Kubeflow, Kubeflow pipeline (KFP), KServe, MLFlow(Deployed on the K8s cluster and connected to Kubeflow), MinIO, Velero.

- Deployed the MinIO operator inside the K8s cluster and created the necessary Tenants; Connected the MLflow and Kubeflow mlpipline to the created Tenant to utilize the S3 Buckets as an artifact storage instead of local PVCs.

- Implemented MIG Single strategy and Time-Slicing configuration on NVIDIA GPUs on the K8s cluster.

- Exposed Kubflow UI with HTTPS enabled using MetalLB load balancer, Kubernetes secret, istio-ingress-gateway, and Kubeflow gateway.

- Exposed MLflow UI and MinIO operator console UI with enabled HTTPS utilizing ingress nginx.

- Migrated data stored in the PVCs, from the Liqid Honey Badger to the local disk on the Dell server worker node, on the k8s cluster.

- Deployed Velero on the K8s cluster, took a full backup, and scheduled time-specified backups.

- Set up and created new custom Docker images for utilization in Kubeflow.

Other experiences:
- ISO 27001 implementation and auditing and risk management
- Vulnerability Assessment
- Experienced in AI, Deep Learning, Data Centre, Networking and Network Security, Coding (Python, MATLAB).

Experience

- Deployed and ran Kubernetes cluster (on-premise) on bare metal (Master node and 2 GPU worker nodes) 
[CRI-O container runtime, Calico Pod Network, MetalLB LoadBalancer, NVIDIA toolkit, NVIDIA device plugin, GPU-Operator].
- Deployed Kubeflow on GPU worker node. [Kustomize control command, OpenEBS].
- Managing and Maintaining Kubernetes cluster, Kubeflow, Kubeflow pipeline (KFP), KServe, MLFlow(Deployed on the K8s cluster and connected to Kubeflow), MinIO, Velero.
- Deployed the MinIO operator inside the K8s cluster and created the necessary Tenants; Connected the MLflow and Kubeflow mlpipline to the created Tenant to utilize the S3 Buckets as an artifact storage instead of local PVCs.
- Implemented MIG Single strategy and Time-Slicing configuration on NVIDIA GPUs on the K8s cluster.
- Exposed Kubflow UI with HTTPS enabled using MetalLB load balancer, Kubernetes secret, istio-ingress-gateway, and Kubeflow gateway.
- Exposed MLflow UI and MinIO operator console UI with enabled HTTPS utilizing ingress nginx.
- Migrated data stored in the PVCs, from the Liqid Honey Badger to the local disk on the Dell server worker node, on the k8s cluster.
- Deployed Velero on the K8s cluster, took a full backup, and scheduled time-specified backups.
- Set up and created new custom Docker images for utilization in Kubeflow.

Education

Master Degree Wireless and Computer Communication Networks Engineer at Brunel University London

Brunel’s Wireless and Computer Communication Networks MSc will deepen students theoretical understanding of wireless and computer communication systems, as well as equip them with the ability to analyse complex problems associated with such systems.
Students will study and work to solve complex industrial problems in wireless and computer communications. This specialist course has a particular emphasis on traditional, new and emerging technologies and subjects, including:

Communication network technologies 
Communication network security
Intelligent systems
Internet of things 
Radio and optical communication systems
Business and enterprise
Embedded DSP (Digital Signal Processing)
Engineering ethics and sustainability

Professionals in the same Technology / Internet sector as Seyedhashem Hamzehzadeh

Professionals from different sectors near Stevenage, Stevenage District, Hertfordshire

Jobs near Stevenage, Stevenage District, Hertfordshire

  • Noble Legal Limited

    CONTENTIOUS CONSTRUCTION

    Found in: beBee S2 UK - 2 days ago


    Noble Legal Limited London (Greater), United Kingdom Full time

    · The construction team is sizeable for the West End. It is also well-geared for aspiring lawyers and partners so long term career prospects are strong. · Their highly capable team specialises in advising clients from the inception of a development project to its conclusion. The ...

  • Potter Johnson

    Secondary School School Teacher

    Found in: Jooble UK O C2 - 14 hours ago


    Potter Johnson South Hackney, Greater London, United Kingdom Part time

    Want to work closer to home and not start your day in such a rush? · Speak to me · As a recruiter specialising in education at Potter Johnson, I help teachers like you, who enjoy working with children but need to find the right context. · Just ask Amelia: · "My consultant from th ...

  • TPP Recruitment

    Trusts and Foundations Manager

    Found in: Jooble UK O L C2 - 2 days ago


    TPP Recruitment London, United Kingdom

    Join Our Team as a Trusts and Foundations ManagerAre you passionate about making a tangible difference in the lives of seafarers worldwide? Are you skilled at securing vital funding to support essential initiatives? If so, we want to hear from you.About Us: At The Mission to Seaf ...