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miantalha45/Readme.md

Talha Amjad

Software Engineer · Kubernetes · AI Infrastructure · Full Stack


About Me

  • Software Engineer focused on Kubernetes, AI infrastructure, cloud-native systems, and full-stack development
  • Volcano Community Member and active open-source contributor
  • Contributor to Volcano — Kubernetes batch and AI workload scheduling
  • Contributor to Kthena — AI model serving on Kubernetes
  • Ex-AI Reasoning Engineer at Turing
  • ICPC Asia Regional Contestant — Topi '25
  • LiFT '25 Scholar
  • Trainer @ Dev Weekends — mentoring developers and sharing technical knowledge
  • Currently exploring distributed systems, Kubernetes scheduling, AI/ML infrastructure, and cloud-native engineering

Open Source

🌋 Volcano

Contributing to Kubernetes scheduling and AI infrastructure, including:

  • Scheduler correctness and resource accounting
  • Dynamic Resource Allocation (DRA)
  • DeviceShare
  • Topology-aware scheduling
  • Queue and workload management

⚡ Kthena

Contributing to AI model-serving infrastructure on Kubernetes, with work around:

  • Model serving
  • Kubernetes controllers
  • Workload lifecycle management
  • Routing and scheduling

Tech Stack

Languages
Frontend
Backend
Databases
Cloud Native

What I Work On

  • Kubernetes scheduling and controllers
  • AI/ML infrastructure
  • Distributed systems
  • Cloud-native applications
  • Full-stack engineering
  • Open-source software

Connect With Me

LinkedIn · X

Pinned Loading

  1. volcano-sh/volcano volcano-sh/volcano Public

    A Cloud Native Batch System (Project under CNCF)

    Go 5.9k 1.5k

  2. volcano-sh/kthena volcano-sh/kthena Public

    Lightweight, Modular, Kubernetes-native AI serving platform for scalable model serving.

    Go 437 189