LLM SYSTEMS
Agentic reasoning, retrieval, and multi-agent applications.
- Agentic workflows
- RAG
- Reasoning models
- Multi-agent systems
- Prompt engineering
- PydanticAI
- DSPy
- LangChain
- FAISS
EVALUATION
Routing, benchmarking, and evaluating LLM and voice-agent pipelines.
- LLM evaluation
- RAGAS
- Langfuse
- LiteLLM
- LLM-as-judge evaluation
- Model evaluation & optimization
ML / DL
Training and applying models to language, vision, and predictive tasks.
- PyTorch
- TensorFlow
- Transformers
- JAX (familiar)
- SVM
- Regression
- Tree-based models
- Clustering
BACKEND
Services, workflow orchestration, and data infrastructure.
- Python
- Go
- FastAPI
- Django
- Flask
- Node.js
- Temporal
- Postgres
- SQL
PRODUCTION AI
Long-context inference and real-time enterprise integrations.
- GPU inference (H100)
- Long-context pipelines
- Data residency
- SOC 2 requirements
- Real-time systems
- Genesys AudioHook
- Dynamics 365
DELIVERY
Deploying and operating systems throughout the development lifecycle.
- Docker
- Kubernetes
- CI/CD
- Git
- Agile / Scrum
- React.js
- Firebase
Certifications
05 / CONTINUED LEARNING- AI-900: Microsoft Azure AI Fundamentals
- Deep Learning: Getting Started
- NLP with TensorFlow
- AI Foundations: Thinking Machines
- ML Foundations: Linear Algebra