I build and ship product features end-to-end: from idea → architecture → implementation → shipping → iterating with real-world customer feedback.
- AI-assisted product features (agents, retrieval, evaluation workflows)
- Backend APIs and services (clean contracts, pragmatic architecture)
- Event-driven systems and integrations
- Observability-first systems (metrics, logs, traces; debuggable by default)
- Developer experience (SDKs, tooling, paved roads)
- Strong ownership, fast iteration, and clear communication
- prefer boring, reliable solutions (and I know when not to)
- care about maintainability: tests where they matter, docs where they help
- like tight feedback loops: instrument, ship, observe, improve
- Product engineering in the AI space (agents, retrieval, evals, guardrails)
- Building systems that are simple to operate and hard to break
- Core: Python, Go, Rust, TypeScript
- Data: Postgres, MySQL, SQLite, Redis, Qdrant
- Infra: Linux, Docker, Kubernetes, Terraform, Helm
- Messaging & async: Kafka, RabbitMQ, SQS/SNS, Temporal, DBOS
- Cloud: AWS (primary), plus Azure/GCP when needed
- Observability: OpenTelemetry, Prometheus, Grafana, tracing/telemetry-first debugging
- AI systems: RAG/search workflows, evaluation harnesses, retrieval quality loops, guardrails
Open to product engineering roles at early-stage startups (especially in the AI space).
- Website/Blog:
https://tahrioui.de/ - Email: mohamedmustaphatahrioui@gmail.com
- 4thel00z — My github frontpage.
- pdfboss — From-scratch Rust PDF toolkit for Python: fast page rendering and text extraction via PyO3 — benchmarked faster than mainstream Python PDF libraries • Rust — latest release: v0.3.0 (2026-07-16)
- konan — Blazingly fast text chunkers in Rust with pythonic bindings. Rayon-parallel, real async, char-accurate offsets, semantic chunking • Rust — latest release: v0.3.0 (2026-07-16)
- dizzle — Rust-powered functional toolkit for Python: toolz-compatible API, Option/Result types, and a fluent Iter — benchmarked faster than cytoolz • Rust
- mimey — A fast and efficient MIME type and file extension detector implemented in Rust, exposed as a Python package. • Rust
- ytdown • Rust — latest release: ytdown-v0.7.0 (2026-07-05)
- memories — Git-powered, file-based memory store with semantic search — CLI and Go library for coding agents • Go — latest release: v0.7.0 (2026-07-05)
- zml-patched