AI Automation Engineer
I build AI-enabled automation and backend systems that turn manual business processes into reliable software.
Currently at PASHA Insurance.
Works with Python, APIs and databases, LLM and RAG integrations, and workflow automation.
Independent projects, built on public or sample data and separate from my work at PASHA Insurance. Each is tested against a simpler alternative, and its limits are published.
Finance operations
Resolves mismatches between payment records and a company's books, and is designed so a retried request never posts the same correction twice.
Built automatic matching, AI that suggests fixes but never amounts, and a person's approval before anything is posted.
21 / 21test runs with no double posting on a simulated ledger; a simpler version double-posted in 5 of 7 scenarios
Technologies: Python · FastAPI · PostgreSQL · Next.js
AI agent security
Controls which actions an AI agent may perform, and blocks anything irreversible until someone other than the agent has approved it.
Built a gatekeeper that checks each request against the agent's real permissions and lets every approval be used only once.
0 of 5test attacks got through, where a basic security check let 2 through
Technologies: Python · MCP · FastAPI · PostgreSQL
Insurance reconciliation
Checks the monthly spreadsheets insurance partners send against the insurer's ledger, traces every figure to its source cell, and flags unclear rows for review.
Built an engine that works out each spreadsheet's layout on its own, keeps money exact, and gives every row a clear outcome.
0false matches in a separate 715-row test set with 90 planted errors — every row got the right result
Technologies: Python · FastAPI · PostgreSQL · Docker
Free demo — may take ~1 min to wake.
Compares an n8n version and a Python version of an insurance broker's workflow at one job: never sending an insurer the same request twice.
Predicts which parts of an app will break when an outside service it relies on releases a new version of its API.
On APIs it had not seen before, it raised no false alarms but caught only about one breakage in five.
Decides whether two company records describe the same business, and leaves every merge for a person to approve.
Free demo — may take ~1 min to wake.
Answers technicians' questions from maintenance manuals, quoting the exact passage that applies to their machine on a given date.
It failed 4 of the 12 release tests set in advance, so it was closed rather than presented as a success.
Free demo — may take ~1 min to wake.
Current role
PASHA Insurance ·
Building AI-enabled automation and integrations for internal insurance systems.
LinkedIn is the best place to reach me. Every project, with its history, is on GitHub.