Tooling & technical depth

The tooling I bring to engagements, and earlier technical work. Built by me, not client case studies.

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Tooling I use in engagements first, then other production systems and earlier work. Each page separates implemented evidence from direction.

Tooling I bring to engagements

Agent FinOps

Agent FinOps

Current KazenAI product: attribute supported model-call cost by customer and workflow, then apply an agreed pre-call spending boundary.

Current product · FinOps · Spend control / 2026
Run receipts

Run receipts

Part of Agent FinOps: investigate the calls, retries, cost, and limit decisions behind expensive or failed agent runs.

Agent FinOps · Run evidence · Incidents / 2026
Agent Brain

Agent Brain

Internal tooling I adapt in engagements, not sold as a product: governed retrieval that cites approved sources or abstains when the evidence is thin, with permission fuzz tests.

Internal tooling · Company memory · Cite / abstain / 2026
Agent Builder

Agent Builder

Plan-to-code workflow with human gates and FinOps pause. Assisted coding that stays under spend control.

Gates · Evaluation · Cost control / 2026

Other production systems

Production RAG Assistant

Production RAG Assistant

The assistant on this site’s home page: retrieval, SSE streaming, rate limits, and cost guardrails on AWS.

Grounded assistant · Streaming · Guardrails / 2026
Workflow Runtime

Workflow Runtime

Graph workflows, async runs, and operator visibility. Pairs with Agent FinOps when per-customer spending limits matter.

Orchestration · Monitoring / 2026

Earlier work

DeepGLO forecasting

DeepGLO forecasting

MSc thesis: high-dimensional time-series with interactive exploration (University of Zurich).

Deep learning · Time series / 2024
Visual outlier detection

Visual outlier detection

Deep Isolation Forest with human-in-the-loop monitoring UI on streaming data.

Anomaly detection · Visualization / 2023

Personal tooling

Agentic Kaggle

Agentic Kaggle

Reproducible experiment tracking and competition workflows. Evaluation discipline under pressure.

MLOps · Reproducibility / 2026
Personal Career Ops

Personal Career Ops

Internal automation pipelines. Useful systems work; not a client engagement surface.

Automation · Pipelines / 2026

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