Building Production Agentic AI Systems | Multi-Cloud MLOps Engineer
RAG/Vector DBs • Networking Security • Linux-Native Infrastructure | Python • ANSI SQL | Austin, TX
While others dread Friday evening production fires, I live for them—hand me a deployment challenge at 6pm, and I'll dive in with excitement, turning chaos into rock-solid systems that let teams sleep soundly.
As both a passionate leader who inspires teams and a hands-on contributor who rolls up sleeves in the trenches, I ship reliable, scalable infrastructure that solves real problems at enterprise and frontier scale.
Harvard alum | Petabyte-scale data architect | Autonomous systems builder
Production MLOps & Agentic AI
- Production-grade RAG & agentic systems with vector databases (Qdrant, Weaviate, Milvus)
- Model serving, inference optimization, and real-time/batch pipelines
- Linux-native ML infrastructure — because production runs on kernels, not notebooks
- CI/CD, observability, and self-healing systems
Multi-Cloud Architecture & Security
- AWS Solutions Architect Professional + Advanced Networking + Security Specialty
- GCP Professional Cloud Architect
- Azure AI Engineer Associate
- Hardened IaC with Terraform, Kubernetes, Docker
Data Engineering at Scale
- Petabyte-scale medallion pipelines (bronze → silver → gold) built from scratch
- Real-time streaming (Spark, Kafka)
- Cost-optimized, high-throughput data lakes and warehouses
ML & Orchestration Tools
- PyTorch • TensorFlow • Spark ML
- LangChain • LlamaIndex • MLflow • Weights & Biases
- Airflow • Prefect • Databricks ML workflows
In 2030 your data center orbits 550km above Earth. No technicians. No human latency. Here’s exactly how attackers win—and how we build systems that survive autonomously.
20-dashboard series exploring Texas as the emerging capital of AI infrastructure: grid power → megawatts → teraflops → orbital compute.
Signal-based trading system with full backtesting framework.
Experimental quantum circuits in Qiskit exploring future-secure and future-ready architectures.
Tableau dashboards that push the boundaries of data storytelling.
Cloud
Languages & Data
ML Frameworks
Infra & DevOps
🌐 Portfolio • 💼 LinkedIn • 🐦 X • 📲 Join my WhatsApp Channel for exclusive PDFs, checklists, and weekly orbital AI insights:
https://whatsapp.com/channel/0029Vb6rVBD29757lPbMat3P
Shipping production systems that don’t wake you at 2am. Austin, Texas.