Building intelligent AI systems that actually work.
We're AI engineers and automation specialists focused on building practical systems that solve real business problems. With expertise spanning AI automation, security research, and software development, we help businesses integrate AI without the complexity.
Our philosophy: We don't build AI features. We build systems people actually use.
- Predictive Analytics - Building models for churn prediction, demand forecasting, and fraud detection
- Natural Language Processing (NLP) - Text analysis, sentiment analysis, and language models
- Computer Vision - Image processing, object detection, and visual recognition systems
- Generative AI - LLM integration, fine-tuning, and custom AI model development
- MLOps & Model Deployment - TensorFlow, PyTorch, AWS, Azure, GCP deployment pipelines
- Data Pipeline Architecture - ETL/ELT pipelines, real-time data processing, and data warehousing
- Feature Engineering - Data preprocessing, feature selection, and model optimization
- Model Monitoring & Observability - Performance tracking, drift detection, and automated retraining
- OpenClaw Integration - Personal AI assistant deployment, persistent memory systems, skill automation
- Hermes Agent - Self-improving agents with automated skill creation and multi-platform gateway
- Multi-Agent Systems - Parallel sub-agents, RPC communication, coordinated workflows
- Open Source LLMs - Llama, Mistral, Nous Hermes, local model deployment and optimization
- Agent Memory Systems - Persistent context, skill documents, cross-session learning
- Tool-Calling Agents - Function calling, API integration, autonomous task execution
- Browser Automation - Web control, form filling, data extraction, vision analysis
- Agent Security - Sandboxing, approval workflows, audit trails
- Custom AI Agents - Building intelligent agents connected to your existing tools and workflows
- Workflow Automation - Removing manual work through intelligent automation pipelines
- Context Engineering - Token optimization and cost reduction strategies
- MCP Implementation - Model Context Protocol integration for enhanced AI capabilities
- Agent Memory Systems - Building persistent memory for AI agents
- Security Research - Advanced vulnerability analysis and exploit development
- Pentesting Automation - Automated security assessment workflows
- Container Security - macOS container security research and analysis
- EDR Bypass Techniques - Advanced evasion and detection avoidance
- Full-Stack Development - Modern web applications with React, TypeScript, Node.js
- API Development - RESTful and GraphQL API design and implementation
- System Architecture - Scalable, secure system design patterns
- DevOps & CI/CD - Automated deployment and infrastructure management
- Frameworks: TensorFlow, PyTorch, Scikit-learn, XGBoost
- LLMs: OpenAI GPT, Anthropic Claude, Llama, Mistral, Nous Hermes
- Agent Frameworks: OpenClaw, Hermes Agent, LangChain, AutoGen
- Vector Databases: Pinecone, Weaviate, ChromaDB, FAISS
- ML Platforms: AWS SageMaker, Azure ML, Google Vertex AI
- ETL/ELT: Apache Airflow, dbt, Apache Spark, Flink
- Databases: PostgreSQL, MongoDB, Redis, Elasticsearch
- Streaming: Apache Kafka, Apache Pulsar, Kinesis
- Data Warehousing: Snowflake, BigQuery, Redshift, Databricks
- Orchestration: Prefect, Dagster, Luigi, Argo Workflows
- Cloud Providers: AWS, Azure, Google Cloud Platform
- Containerization: Docker, Kubernetes, Docker Compose
- Infrastructure as Code: Terraform, Pulumi, AWS CDK
- CI/CD: GitHub Actions, GitLab CI, Jenkins, ArgoCD
- Monitoring: Prometheus, Grafana, ELK Stack, Datadog
- Languages: Python, TypeScript, JavaScript, Go, Rust
- Frontend: React, Next.js, Vue.js, Tailwind CSS
- Backend: Node.js, FastAPI, Django, Flask, Express
- Databases: PostgreSQL, MongoDB, Redis, SQLite
- APIs: REST, GraphQL, gRPC, WebSocket
• Custom AI agents connected to your tools • Workflow automation removing manual work • Practical team training based on real use cases • AI consulting and strategic roadmaps • Security assessment and pentesting automation • Custom software development solutions
MCP server for the Metasploit Framework - Great functionality coverage for security automation and penetration testing workflows.
🦈 Wireshark MCP Server - Enhanced Edition v2.0 for network analysis and packet inspection with AI-powered insights.
Enterprise-grade SSH operations with AI intelligence and comprehensive security for automated infrastructure management.
Security-focused automation platform for penetration testing and vulnerability assessment workflows, helping businesses identify and fix security issues before they become problems.
Advanced agentic AI setup configuration for building sophisticated multi-agent systems and workflows.
Modern web interface for terminal management and workflow automation with enhanced user experience.
We don't build AI features. We build systems people actually use. Every solution we create is grounded in real business needs, tested with actual users, and designed for adoption—not demos.
Our process:
- Understand - Deep dive into your business processes and pain points
- Design - Create practical solutions that fit your workflow
- Build - Implement with clean, maintainable code
- Test - Validate with real users and iterate
- Deploy - Ship solutions that actually get used
We run OptinAmpOut, an AI consulting and automation company helping businesses:
- Reduce labor costs by 25% through intelligent automation
- Increase productivity with AI-powered workflows
- Improve employee satisfaction by eliminating repetitive tasks
- Boost revenue through better customer engagement and faster operations
- Machine Learning Solutions - Predictive analytics, NLP, computer vision, and generative AI
- Data Engineering - ETL/ELT pipelines, data warehousing, and real-time data processing
- MLOps & Model Deployment - TensorFlow, PyTorch, AWS, Azure, GCP deployment pipelines
- AI Automation - End-to-end automation solutions with intelligent agents
- Context Engineering & Token Optimization - Cost-effective AI implementations
- Token Expenditure Audits - Optimize your AI spending by up to 40%
- Agentic Workflow Creation - Build intelligent agent systems and multi-agent architectures
- Agent Memory Systems - Persistent AI memory architectures for long-term context
- Custom Software Development - Tailored solutions for your specific needs
- Web Development - Modern, performant web applications with React and TypeScript
- Pentesting Automation - Security assessment automation and vulnerability scanning
- MCP Implementation - Model Context Protocol integration for enhanced AI capabilities
- AI Consultation - Strategic AI roadmaps and guidance for business transformation
- Advanced AI Agent Memory Systems - Building persistent memory for AI agents
- Container Security Research - macOS containerization analysis
- Token Optimization Strategies - Reducing AI costs without sacrificing quality
- Automated Pentesting Workflows - Security assessment automation
- Machine Learning for Business - Predictive analytics implementation guide
- Data Pipeline Best Practices - Building scalable ETL/ELT pipelines
More content coming soon...
Book a free automation audit: optinampout.com/contact
Follow our work:
- GitHub: github.com/lyftium
- Website: www.optinampout.com
"The best AI system is the one your team actually uses."