Petabyte video pipeline
Multi-region ingest with Tier-1 peering, ML metadata tagging and 2 PB/month of transcoding on an HPE DL380 / Tesla P4 GPU fleet, fronted by MinIO object storage.
status: HIGH · Johannesburg, South Africa
20+ years across networking, infrastructure, data platforms and software delivery. From hardware and BGP to Python ETL and BI, usually as the one engineer who gets it to production.
“I thrive where scale meets precision. If it doesn’t exist, I’ll build it.”
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[ 0.000] Hands-on solutions architect and systems engineer with 20+ years across networking, infrastructure, data platforms and software delivery.
[ 0.042] Co-founded and still own a South African Tier-1 ISP and voice network. Built an IoT telemetry platform ingesting 15,000 smart meters.
[ 0.084] Now lead global infrastructure for a video and voice data-annotation business: multi-region ingest and a 2 PB/month transcoding pipeline.
[ 0.126] Used to owning the full stack end to end, from hardware and BGP to Python ETL and BI, often as the sole engineer responsible for getting it to production.
[ OK ] Consulting on the back-end and systems layer of a large visitor-experience project in Riyadh.
Pixel Nation L.L.C-FZ
Back-end and systems layer for the KSA SpaceSphere Project, a large-scale space-themed visitor experience in Riyadh.
World Defense Show 2026
Ran the show-floor network for one of the world’s largest defence exhibitions, across the halls of the Riyadh Exhibition & Convention Center.
Beatpulse Labs
Client-facing video and voice data-annotation business, and the ingest, storage and processing platform behind it.
Nuvo Energy Africa
Desktop Group (Pty) Ltd
Multi-region ingest with Tier-1 peering, ML metadata tagging and 2 PB/month of transcoding on an HPE DL380 / Tesla P4 GPU fleet, fronted by MinIO object storage.
15,000 endpoints streaming over MQTT through stream processing into TimescaleDB and InfluxDB, with custom ESP32/ARM hardware on the edge and Power BI on top.
Carrier-grade network for South African metros: BGP multihoming, data-centre platforms at 99.9% availability and a billing engine rating 13,000 routes/s.
Show-floor network for a major defence exhibition in Riyadh: dual Catalyst 9500 StackWise Virtual core, hall distribution and 9300 access stacks over 25G LACP, ~25 VLANs with tiered exhibitor bandwidth, multicast IPTV and a /17 guest Wi-Fi.
Built llama.cpp from source with CUDA 13 / sm_120 support on an RTX 5080 and exposed it as a LAN inference endpoint; Triton dev server on a V100 under Proxmox.
Reproduced an RTX 5080 “fallen off the bus” fault across two platforms, four driver builds and three OS installs; published 2-second GPU and PSU telemetry supporting an NVIDIA open-gpu-kernel-modules issue.
Local voice-assistant pipeline (faster-whisper STT, ElevenLabs TTS), ESP32 touch panels, IPMI power control and Victron ESS solar telemetry, on a Proxmox / TrueNAS / ZFS lab estate.