MS
--:--:--
ON-AIR · LIVE OPS DESKCH 01

 
 

> live ops support engineer @ amazon prime video.
>manual + automated monitoring across baseball, basketball, hockey, cricket, soccer, tennis & linear.

PROPERTIES
12
UPTIME
99.97%
YRS ON DESK
3+
REGION
GLOBAL
INGEST · WAVEFORM
6.4 Mb/s
BITRATE
6.4 Mb/s
LATENCY
812 ms
DROPS
0.00%
FEED
MLB.TV/ BASEBALL/ USMLB SPOTV/ BASEBALL/ JPNBA TV/ BASKETBALL/ LinearNBA G League/ BASKETBALL/ USWNBA League Pass/ BASKETBALL/ USPWHL/ HOCKEY/ NASeattle Kraken/ HOCKEY/ USMajor League Cricket/ CRICKET/ USChivasTV/ SOCCER/ MXChivas Femenil/ SOCCER/ MXSquash TV/ SQUASH/ GlobalUniversal Tennis/ TENNIS/ GlobalMLB.TV/ BASEBALL/ USMLB SPOTV/ BASEBALL/ JPNBA TV/ BASKETBALL/ LinearNBA G League/ BASKETBALL/ USWNBA League Pass/ BASKETBALL/ USPWHL/ HOCKEY/ NASeattle Kraken/ HOCKEY/ USMajor League Cricket/ CRICKET/ USChivasTV/ SOCCER/ MXChivas Femenil/ SOCCER/ MXSquash TV/ SQUASH/ GlobalUniversal Tennis/ TENNIS/ Global
02 /FEED · ACTIVE PROPERTIES

Currently on the desk.

Properties I monitor and support across Prime Video's live streaming workflows. Hover a tile for the role I play on it.

12 / 12 VISIBLE
  • BASEBALL· US
    MLB.TV
    Out-of-market live + VOD support
  • BASEBALL· JP
    MLB SPOTV
    1P JP baseball linear support
  • BASKETBALL· Linear
    NBA TV
    Linear channel monitoring
  • BASKETBALL· US
    NBA G League
    Live event ingest support
  • BASKETBALL· US
    WNBA League Pass
    Live + VOD ops support
  • HOCKEY· NA
    PWHL
    Live event monitoring
  • HOCKEY· US
    Seattle Kraken
    Local linear + on-demand
  • CRICKET· US
    Major League Cricket
    Live event readiness + ingest
  • SOCCER· MX
    ChivasTV
    Linear channel ops
  • SOCCER· MX
    Chivas Femenil
    SVOD live support
  • SQUASH· Global
    SQUASH
    Squash TV
    Linear streaming support
  • TENNIS· Global
    Universal Tennis
    Tournament playback ops
03 /DESK · OPERATOR

Reliability is the headline.

Live Ops Support Engineer at Amazon Prime Video, on the desk for HLS/DASH workflows, AWS MediaLive ingest, MediaConnect transport, and MediaTailor dynamic ad insertion across 16 properties.

Got here through Newfold Digital (product support, customer infra) → Redswitches (200+ Linux hosts, 99.9% uptime, Nginx + MySQL + Grafana/Prometheus + Ansible) → live ops at Prime Video.

I care about operational excellence — the kind that shows up as quiet dashboards, short runbooks, and predictable on-call.

└─CAREER PATH
  1. Newfold DigitalProduct Support Associate
    Customer infra triage · cPanel · WHM · ticket-driven RCA
    2023 — 2025
  2. RedswitchesSystems Engineer
    200+ Linux hosts · 99.9% uptime · Nginx · Grafana + Prometheus · Ansible
    2025
  3. Amazon Prime VideoLive Ops Support Engineer
    16 properties · HLS / DASH · MediaLive · MediaConnect · MediaTailor
    2025 — Now
~/desk · zshPID 4821
$
04 /RACK · TELEMETRY

Tooling on the rack.

Self-rated proficiency. Bars are scaled, not seasoned with marketing.

Streaming & Media// 4 TRACKS
  • HLS / DASH/playback
    92
  • AWS MediaLive/ingest
    88
  • MediaConnect/transport
    84
  • MediaTailor (DAI)/ads
    80
Linux & Infra// 4 TRACKS
  • Nginx/edge
    95
  • MySQL / MariaDB/db
    88
  • Kernel + Sysctl/tuning
    86
  • RAID / Storage/hw
    82
Observability// 4 TRACKS
  • Grafana/viz
    92
  • Prometheus/metrics
    90
  • Datadog/apm
    78
  • Splunk/logs
    76
Automation// 4 TRACKS
  • Ansible/config
    88
  • Bash/scripts
    95
  • Python/ops
    80
  • GitHub Actions/ci
    78
05 /RUNBOOK · INCIDENTS & PROJECTS

Tickets I closed.

Projects framed as the things they really are: incidents, mitigations, and post-mortems.

  • INC-001RESOLVEDPrometheusGrafanaAlertmanager

    Monitoring stack — Grafana + Prometheus

    Stood up Prometheus targets across a 200+ host fleet and shipped Grafana boards for CPU, memory, Apache, MySQL. Real-time alerts wired to email + escalation lanes.

  • INC-002RESOLVEDBashAnsibleApacheWHM

    Bash + Ansible automation suite

    Disk-usage watchdog with email alerts; Ansible playbooks for fleet-wide Apache lifecycle on WHM VPS. Reduced manual ops by ~60% per week.

  • INC-003DEPLOYINGNext.jsTypeScriptGSAPLenisMotionOPEN ↗

    Portfolio v3 — control-room redesign

    Next.js 16 + Tailwind 4 with Lenis smooth scroll, Motion layout transitions, and a WebGL signal-flow hero. Property wall pulled from active Prime Video work.

  • INC-004ACTIVELRDCloudWatchConductor

    Live event readiness reviews

    Pre-event LRD walkthroughs across 16 properties: ingest validation, alarm coverage, runbook deltas, day-of comms playbook.

06 /UPLINK · OPEN A CHANNEL

Open a channel.

Live ops, streaming infra, observability — happy to talk shop, share runbooks, or hear what you're building.

MUMBAI · IN