Skills

A skill map that reads like hiring evidence.

Capabilities are grouped by the systems they help ship: retrieval, agents, backend AI services, and product interfaces.

Capability map

Skills organized by the systems they help ship.

The pattern is simple to scan: retrieval, agents, backend contracts, and product interfaces that make the system easier to use.

Production AI Engineering

Visible in ATS Resume AI, SQL Copilot, semantic RAG, and agent workflow case studies.

01RAG Pipelines

02LLM Integrations

03Agentic AI

04Prompt Systems

05Evaluation

06NLP

How this reads in an interview

The skill is always tied back to architecture: what data enters the system, what decisions happen, what guardrails exist, and how the user sees the result.