AI, Data, and Security: Core Capabilities

Hands-on expertise across AI/ML, Generative AI, Data Engineering, Cybersecurity, DevOps, and AWS Cloud Solutions

AI/ML & Prompt Engineering

Advanced AI development and prompt optimization expertise

LLM Development & Prompt Engineering

LangChain LangGraph GPT-4 Claude RAG Guardrails.ai Memory Systems Agent Workflows

Chain of Thought • Few-shot Learning • Model Routing • Prompt Optimization

AI/ML Platforms

Amazon Bedrock SageMaker Studio MLflow Databricks RedisVL Amazon Nova

Model Registry • Experiment Tracking • Vector Storage • Pre-trained Models

Data Engineering & Analytics

OpenSearch Service Athena Glue Kinesis Streams Apache Spark Apache Iceberg Delta Lake MongoDB

Batch ML Pipelines • Real-time Ingest • Vector Metadata • Data Lakes

DevOps & Cybersecurity

Infrastructure automation and advanced security capabilities

DevOps & Automation

Terraform AWS CDK CloudFormation Docker Compose Ansible GitHub Registry FastAPI Streamlit

Self-Hosted GitHub Runners • Multi-container • IaC

Security & Log Analytics

Splunk SailPoint MITRE ATT&CK NIST CIS UBA Dark Web Analysis APT Tracking

Identity Analytics • Policy Enforcement • Behavior Analytics

OpenSearch Expertise

KNN Search ANN Search BM25 Semantic Reranking Search Pipelines Vector Indices Memory Processor RAG Processor ML Inference Dashboards

retrieval_augmented_generation • ml_inference processor • Splunk Migration

Certifications & Education

Education

  • M.S. Cybersecurity (Cyber Intelligence) — University of South Florida
  • B.A. Criminology — University of South Florida
  • A.S. Network Security & Digital Forensics — Hillsborough Community College