Security-First Python Architect | DevSecOps & AI Systems
📧 epinaman@yahoo.com | 📱 614-695-8215 | 📍 Columbus, Ohio | 💼 LinkedIn | 📄 Resume - Download PDF version
Python developer with 4+ years building security automation and ML systems across AWS, GCP, Azure. I ship production systems that process 1M+ requests/day with sub-200ms latency while maintaining 99%+ uptime in SOC2/HIPAA-regulated environments.
Current Focus: ML-powered threat detection, cloud infrastructure automation, DevSecOps pipelines
🔒 NullPointVector - AI Threat Detection Platform
End-to-end ML pipeline for real-time phishing detection across email, SMS, and voice channels. FastAPI REST service with pgvector similarity search, Dash/Plotly dashboard, and hardened CI/CD with 5 automated security scanners. 94% accuracy, 1M+ daily evaluations, <200ms latency.
Python • FastAPI • PostgreSQL • pgvector • Docker • scikit-learn • SentenceTransformers
Unified security analytics platform with 3-tier medallion architecture (Bronze/Silver/Gold) ingesting 10+ sources. Semantic search via pgvector, ML anomaly detection with Isolation Forest, async FastAPI backend with 8-level RBAC.
Python • FastAPI • PostgreSQL • pgvector • Docker • Medallion Architecture
IaC framework using Pulumi and AWS Lambda for real-time cloud cost monitoring with billing alerts, orphaned resource detection, and a reusable 30+ pattern security module library.
Python • Pulumi • AWS Lambda • Terraform • HCL
Serverless voice assistant backend on AWS converting voice commands into secure smart home actions via Home Assistant's REST API. All secrets managed through AWS Secrets Manager with least-privilege IAM roles and Pulumi IaC.
Python • AWS Lambda • API Gateway • Polly • Transcribe • Terraform
Event-driven AWS pipeline for automated media ingestion, AI analysis (Rekognition + Transcribe), multi-format transcoding (MediaConvert), and smart archiving with S3 Intelligent Tiering. Orchestrated via Step Functions with FinOps cost controls.
Python • S3 • EventBridge • Step Functions • MediaConvert • Rekognition
Reverse-engineered proprietary BLE protocols of off-the-shelf LED light strips and built an async Python bridge (bleak + aiomqtt) integrating them into Home Assistant via MQTT. Security-hardened Docker deployment.
Python • asyncio • bleak • aiomqtt • Docker • Home Assistant
Languages: Python (primary), SQL, Bash
Cloud: AWS, GCP (certified), Azure
DevOps: Docker, Terraform, GitHub Actions, CI/CD
Databases: PostgreSQL, pgvector, Redis
ML/AI: scikit-learn, SentenceTransformers, PyTorch
Security: Zero-Trust, HIPAA, SOC2, SIEM
✅ Google Cloud Associate Engineer (GCP-ACE)
✅ CompTIA Network+
✅ CompTIA A+
Open to opportunities in: Python Development, Security Engineering, DevOps/MLOps, Cloud Architecture
📧 Email: epinaman@yahoo.com
💼 LinkedIn: linkedin.com/in/ellis-pinaman
📄 Resume: Download PDF