Azeez Syed

25merged PRs
10upstream projects
4languages
role
AI Infrastructure & Cloud-Native Engineer
focus
LLM serving & quantization · Cloud-native (CNCF) · Go
links
photo
coming
soon
Hyderabad · 2026
— projects
view all →
vllm-lab
Measured vLLM's core engine mechanisms one at a time on a 6 GB GPU — continuous batching (62×), prefix caching, PagedAttention preemption, fp8 KV, and more. Eight demos, each with a live dashboard.
vLLMCUDAPython
code →
llm-from-scratch
A GPT-2 class language model built from first principles in 8 stages — tokenizer to attention to pretraining to sampling. pytest-covered, with guided CodeTours teaching every line.
PythonPyTorchTransformers
code →
VibeThinker-3B-W4A16
Quantized a 3B reasoning model from 5.8 GB to 2.0 GB (W4A16 / GPTQ) so it fits and serves on a 6 GB GPU at ~67 tok/s in vLLM. Published to the Hugging Face Hub.
llmcompressorGPTQvLLM
model →
— oss.contributions
25 merged PRs · 10 projects
cilium/cilium Networking, security & observability for Kubernetes 6 merged
2026-04-29 contrib/scripts: fix check-fmt.sh aborting with exit 123 on Go 1.26+ #45678
2026-04-28 gateway-api: only create TLS passthrough listeners for TLS protocol #45371
2026-03-16 loadbalancer: enforce loadBalancerSourceRanges on ExternalIPs frontends #44747
2025-07-02 docs: add egressDeny example to CiliumNetworkPolicy language guide #40272
2025-05-07 gateway-api: Fix parentRefMatched to check Group and Kind #39275
2025-04-18 gateway-api: Fix Gateway reconciler failure when TLSRoute CRD is not installed #38874
coredns DNS server that chains plugins — the default DNS for Kubernetes 8 merged
2026-05-06 coredns: feat(cache): add optional verify timeout to serve_stale #8070
2026-03-24 ci: fix(kubernetes): look up headless_with_selector metric by label in e2e test #174
2026-03-24 coredns: fix(kubernetes): record cluster_ip services in dns_programming_duration metric #7951
2026-01-01 plugin: fix gosec G115 integer overflow warnings #7799
2026-01-01 fix(lint): address G114 gosec findings in ready, pprof, and health plugins #7798
2025-08-11 test(multisocket): deflake restart by using a fresh port and coordinated cleanup #7438
2025-07-15 plugin/test: fix TXT record comparison logic for multi-string vs multi-record scenarios #7413
2025-07-15 plugin/file: preserve case in SRV record names and targets per RFC 6763 #7402
strimzi/strimzi-kafka-operator Kafka on Kubernetes via operators and custom resources · CNCF Incubating 2 merged
2026-01-12 Add KafkaNodePool resource count metric and fix dashboard defaults #12281
2026-01-07 [Bug] MM2 should have its own default Strimzi Metrics configuration #12277
clastix/kamaji Kubernetes control plane manager for multi-tenant clusters · CNCF Sandbox 2 merged
2026-01-04 fix(metrics): resolve workqueue metrics initialization conflict #1044
2026-01-04 fix(soot): add unique controller names to prevent Prometheus metric conflicts #1043
kagent-dev/kagent Kubernetes-native AI agent platform 2 merged
2026-01-12 fix(helm): set KAGENT_CONTROLLER_NAME to support custom release names #1195
2025-12-29 fix(controller): use consistent ID format for agent deletion #1178
additional One-off fixes across the ecosystem 5 merged
2026-01-27 aquasecurity/trivy-checks — fix(checks): improve detection logic for AVD-KSV-0050 RBAC #514
2026-01-05 fluvio-community/fluvio — fix(CRD): remove duplicate source field in topic schema #4626
2025-12-07 StacklokLabs/yardstick — Use MCP_TRANSPORT environment variable for ToolHive compat #55
2025-11-25 sourcemeta/core — perf: replace unordered_map with bitset for O(1) vocabulary lookups #2040
2025-06-11 GaijinEntertainment/go-exhaustruct — Add bug report issue template #117
— news[latest]
May 2026 MERGED  coredns #8070 — feat(cache): add optional verify timeout to serve_stale
Apr 2026 MERGED  cilium #45678 — fix check-fmt.sh aborting with exit 123 on Go 1.26+
Apr 2026 MERGED  cilium #45371 — gateway-api: only create TLS passthrough listeners for TLS protocol
Mar 2026 MERGED  cilium #44747 — loadbalancer: enforce loadBalancerSourceRanges on ExternalIPs frontends
Mar 2026 MERGED  coredns #7951 — fix(kubernetes): record cluster_ip services in dns_programming_duration metric
Mar 2026 MERGED  coredns/ci #174 — fix(kubernetes): look up headless_with_selector metric by label in e2e test
Jan 2026 MERGED  strimzi #12281 — Add KafkaNodePool resource count metric and fix dashboard defaults
Jan 2026 MERGED  strimzi #12277 — MM2 separate MirrorMaker 2 metrics from Kafka Connect defaults
Jun 2026 SHIP  Published VibeThinker-3B-W4A16 — quantized a 3B reasoning model to fit and serve on a 6 GB GPU
Jun 2026 BUILD  Built vllm-lab — measured vLLM's engine internals one mechanism at a time on a 6 GB GPU
Jul 2025 MERGED  cilium #40272 — docs: add egressDeny example to CiliumNetworkPolicy language guide
Apr 2025 MERGED  cilium #38874 — gateway-api: Fix Gateway reconciler failure when TLSRoute CRD is not installed