On Lounge since Oct 2026
Ayeni Oluwatosin Olawale
Member #818FounderL3Founder, Vertinab
AI & ML Engineer · LLM Inference & Agentic AI · Founder of Vertinab & Nexora Academic ·
How karma works. Everyone starts with 5. You get +1 each time another member upvotes one of your posts or comments (your own upvotes don't count), and lose it if they take the upvote back. Post what you're building, answer questions and help other members to earn more.
Achievements
Plugged In ×4Connected sources: GitHub, Hugging Face, LinkedIn, X, website.How: Connected 4 sources (GitHub, LinkedIn, X or a website) in Settings
Plugged In×4Featured
Shipper ×2Projects on your profile.How: Added 5 projects to their profile
Shipper×2
Pinned projects
vLLM vs SGLang vs LayerScale benchmark: conventional load sweep, agentic multi-turn KV-reuse, streaming ingest — Llama 3.1 8B on NVIDIA H100 NVL
AI Inference Optimizer — Make your LLM APIs faster and cheaper automatically
Hands-on inference engineering labs: benchmarking, quantization, speculative decoding, tensor parallelism, and production deployment of open-source LLMs
Phased inference engineering lab for vLLM-Omni — all 5 output modalities: text+audio, image, video, TTS, robot actions
GPU-first inference benchmarking engine for self-hosted open models (vLLM, SGLang, TensorRT-LLM). Deep CUDA profiling via Nsight Systems, quantization, speculative decoding, multi-GPU scaling.
Production-grade LLM inference on AWS EKS — vLLM v0.30.0 + SGLang v0.5.20 serving Llama 3.1 8B and Qwen3 8B, LiteLLM gateway, KEDA autoscaling, Prometheus + Grafana + Loki + AlertManager
Stack
About
AI & ML Engineer · LLM Inference & Agentic AI · Founder of Vertinab & Nexora Academic · MSc AI (Distinction) · Glasgow
Experience
AI & ML Engineer · LLM Inference & Agentic AI · Founder of Vertinab & Nexora Academic ·
AT
Founder and AI/ML Engineer · AnaburyAI Technology(Vertinab)
AI Automation Engineer · EduTech Global
Lecturer In Physics · Oritamefa Baptist Church
GC
Physics Tutor · Global Cambridge College
Back End Engineer/ Data Analyst · ByteLabs Technologies Limited
BT
Data Analyst · Bytelab Technologies Ltd
MO
Junior Data Analyst · Ministry of Education, Science and Technology
Junior Data Analyst · Government of Ekiti State, Nigeria
