https://github.com/davidix/davidix
https://github.com/davidix/davidix
Last synced: 6 months ago
JSON representation
- Host: GitHub
- URL: https://github.com/davidix/davidix
- Owner: davidix
- Created: 2021-04-27T20:26:08.000Z (over 5 years ago)
- Default Branch: main
- Last Pushed: 2022-12-26T21:37:06.000Z (over 3 years ago)
- Last Synced: 2025-07-19T21:27:53.494Z (about 1 year ago)
- Size: 4.88 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
Davood (David) Bereihi — Senior Software & AI Engineer
Full-stack • AI/ML • Distributed Systems • DevOps • Security-minded
---
### 👋 About
I build robust, production systems that sit at the intersection of **AI**, **data platforms**, and **cloud-native** architecture. I care about **correctness**, **observability**, and **developer experience**—from API design and data modeling to CI/CD, security, and runtime performance.
- 15+ years coding; ship across **Python/TypeScript/Go/PHP** with pragmatic architecture choices.
- Blend of **product sense** (what to build), **systems thinking** (how it scales), and **MLOps** (how it learns).
- Strong in **data ingestion pipelines**, **document/LLM tooling**, and **multi-tenant SaaS** patterns.
---
### 🧭 Focus Areas
- **AI Systems**: RAG (semantic + hybrid search), tool-using agents, long-context pipelines, prompt-safe document parsers
- **Data & Platforms**: ELT/ETL, stream processing, vector DBs, feature stores, quality checks, lineage
- **Cloud & DevOps**: containers, infra-as-code, zero-downtime deploys, canary, perf budgets, cost controls
- **Architecture**: domain-driven design, modular monoliths → well-bounded services, event-driven patterns
---
### 🛠 Tech Radar (hands-on)
**Core:** Python (FastAPI, Django), TypeScript/Node.js, Go, PHP (WP/Joomla internals)
**AI/ML:** PyTorch, scikit-learn, Transformers, LangChain, LlamaIndex, vector DBs (Pinecone, FAISS), OCR/NLP
**Data:** PostgreSQL, MySQL, SQLite, DuckDB, Kafka/Redpanda, Airflow/Prefect, dbt fundamentals
**Cloud/DevOps:** Docker, Kubernetes (hands-on & managed), Terraform, GitHub Actions, Nginx, Vercel, Cloudflare R2/S3
**Observability/SRE:** OpenTelemetry, Prometheus, Grafana, Loki, Sentry, profiling & tracing
**Security:** secrets management, SBOMs, supply-chain checks, static/dynamic analysis, pentest mindset (Kali)
---
### 🤝 Let’s build
- AI/RAG systems with evals and safety rails
- High-signal data ingestion with lineage & quality
- Cloud-native, observable backends with strong CI/CD
📍 Dubai (UTC+4) • 💬 English/فارسی/العربية