Empower AI Labs
Online and building

AI products built by
an engineer who's
shipped in production

We at Empower AI Labs bring 15 years of Fortune 500 infrastructure experience. Now building AI products, GPU infrastructure, and open-source tools. No theory. Real systems.

Everything we build ships to production

Real users. Real infrastructure. Real code.

๐Ÿ’ผ
Live Product

BreveCRM

AI-powered CRM and marketing automation for local service businesses.

  • AI lead scoring and pipeline management
  • Automated follow-up sequences
  • Local SEO and review generation tools
Python Next.js AI/ML
โš–๏ธ
Live Product

LawScout AI

AI-powered legal research platform with 276,970+ legal document vectors.

  • Hybrid search: semantic + BM25 + cross-encoder
  • AI answers with legal citations in under 2 seconds
  • Federal case law and CUAD contracts
Python FastAPI Qdrant Next.js
276K+ vectors ยท <2s response lawscoutai.com โ†’
๐Ÿ–ฅ๏ธ
Open Source

GPU Infrastructure Lab

Bare-metal AI infrastructure on Dell R640 with Tesla T4 GPU.

  • vLLM benchmarked at 5.2 req/s ยท 260 tokens/s
  • DCGM + Prometheus + Grafana monitoring
  • Slurm GPU scheduling ยท NCCL benchmarks
K3s vLLM DCGM Slurm
Bare-metal lab GitHub โ†’
๐Ÿ’ˆ
Live Demo

Premier Cuts โ€” AI Voice

AI voice receptionist "Sofia" โ€” 24/7 virtual agent for appointment booking.

  • Answers pricing, hours & service questions
  • Sends SMS appointment confirmations
  • Zero missed calls โ€” no after-hours staff
Voice AI Telephony Next.js
24/7 AI voice agent Live Demo โ†’
๐Ÿ“
Open Source ยท MIT

yt-notes

CLI tool that downloads YouTube videos and auto-generates structured Markdown notes.

  • Chapter parsing with TOC
  • Clickable timestamps
  • pip installable
Python yt-dlp Rich
pip install ยท CLI GitHub โ†’

Real benchmarks from real hardware

No cloud credits. No simulated environments. A Dell R640 with a Tesla T4 in our office.

01

vLLM on Kubernetes

Deployed vLLM inference on K3s with NVIDIA device plugin. Serving microsoft/phi-2 with OpenAI-compatible API.

02

Benchmarks

5.2 req/s at concurrency 10. 260 tokens/s throughput. ~1.87s average latency โ€” consistent under load.

03

Inference Engine Comparison

Tested vLLM, SGLang, TensorRT-LLM. Documented trade-offs. Broadest hardware compatibility.

04

GPU Monitoring

DCGM Exporter โ†’ Prometheus โ†’ Grafana. Real-time dashboards for GPU utilization, temp, memory, power.

05

RAG Pipeline

LangChain + FAISS + vLLM. Document ingestion, chunking, embedding, semantic retrieval, LLM-powered generation.

06

HPC & Autoscaling

Slurm with GPU GRES scheduling. NCCL benchmarks (~121 GB/s). Kubernetes HPA for inference scaling.

The tools we use to build and ship

AI / ML

LLMs (Gemini, Prompt Eng.) RAG Architecture Vector DBs (Qdrant) LangChain ยท FAISS vLLM ยท SGLang TensorRT-LLM Embeddings (MiniLM-L6-v2)

Infrastructure

Kubernetes (CKA Certified) Docker & CI/CD AWS ยท GCP ยท Render Cloudflare CDN NVIDIA GPU (T4, A100) DCGM ยท Prometheus ยท Grafana

Languages

Python (FastAPI, Flask) Next.js ยท React Tailwind CSS Bash / Shell

Pre-Sales & Consulting

Solution Architecture Technical Demos & PoCs Executive Briefings Customer Enablement

Engineers who build and ship

We at Empower AI Labs are AI Solutions Engineers. Not researchers. Not prompt influencers. Engineers who build AI products and ship them to production.

Our team brings 15 years at Dell EMC as Senior Principal Engineers, designing and delivering enterprise infrastructure solutions for Fortune 500 clients. We led the technical PoC strategy that drove revenue from $5M to $160M across 3 major accounts. Hundreds of executive briefings. Hundreds of technical demos. The team that builds the solution AND sells it.

Now we build AI products โ€” RAG applications, inference infrastructure, GPU monitoring systems, and open-source tools โ€” from a bare-metal lab in South Florida.

Certifications

NVIDIA Certified Associate AI Infrastructure & Operations
Certified Kubernetes Administrator (CKA) Cloud Native Computing Foundation
Red Hat Certified Engineer (RHCE) Red Hat
Kubernetes Fundamentals The Linux Foundation

Let's build something.

Looking for an AI Solutions Engineer who can architect, build, demo, and ship?

info@empowerailabs.dev