Llm fine tuning
Set up infrastructure for fine-tuning LLMs with QLoRA, LoRA, and full fine-tuning using Hugging Face TRL, Axolotl, and distributed training with DeepSpeed or FSDP.
Skills for your AI
AI skills for IT & software development
Llm gateway
Deploy an API gateway for LLM traffic with load balancing, rate limiting, key management, semantic caching, fallback routing, and cost tracking.
Llm inference scaling
Auto-scale LLM inference clusters on Kubernetes using KEDA, custom GPU metrics, and horizontal pod autoscaling.
Llmops platform engineering
Build production LLMOps platforms with CI/CD, model promotion workflows, evaluation gates, rollback, and governance across cloud and self-hosted inference.
Load balancing
Configure load balancers and traffic distribution. Implement health checks and SSL termination. Use when distributing traffic across servers.
Loki logging
Configure Grafana Loki for log aggregation and analysis.
M365 entra attack
Microsoft 365 / Entra ID red-team attack chain
Mac mini llm lab
Configure a Mac mini as a reliable local LLM server with remote access, observability, and power-safe operation. Use when building an always-on private AI inference server on Apple Silicon.
Mcp server security
Secure Model Context Protocol (MCP) servers with transport encryption, tool authorization, input validation, and audit logging for safe AI agent integrations.
Mdm device management
Manage and secure company devices with MDM solutions
Meme coin audit
Meme coin and token security audit
Mid engagement ir detection
Methodology for detecting client SOC patches, attacker activity, and security-state changes that occur DURING a red-team engagement
Model registry governance
Establish model registry standards, governance controls, metadata schemas, approvals, and lifecycle policies for enterprise AI deployments.
Model serving kubernetes
Deploy ML models on Kubernetes with KServe (formerly KFServing) and NVIDIA Triton Inference Server.
Model supply chain security
Secure the AI model supply chain with artifact signing, provenance attestation, SBOM workflows, dependency controls, and trusted model promotion.
Mongodb
Administer MongoDB databases. Configure replica sets, sharding, and backups. Use when managing MongoDB deployments.
Multi tenant llm hosting
Design secure, multi-tenant LLM hosting platforms with tenant isolation, quotas, billing attribution, noisy-neighbor protection, and per-tenant policy controls.
Mysql
Administer MySQL/MariaDB databases. Configure replication and optimize performance. Use when managing MySQL deployments.
New relic
Configure New Relic observability platform for infrastructure and application monitoring.
Nfs storage
Configure NFS servers and clients. Implement network file sharing for Linux systems. Use when setting up shared storage.
Object storage
Configure object storage with S3, GCS, and MinIO. Implement lifecycle policies and access controls. Use when managing object storage.
Offensive osint
Operational arsenal for authorized external red-team and bug-bounty recon.
Okta attack
Okta-as-IdP red-team attack chain
Ollama stack
Run local LLM workloads with Ollama, Open WebUI, and GPU-aware tuning for private development environments.