[01] — core competencies

What they do best.

AI & Intelligent Systems

  • Retrieval-Augmented Generation (RAG)
  • Vector Search & Embeddings
  • Multi-Agent Orchestration
  • LLM Integration & Prompt Engineering
  • Cognitive Architecture Design
  • Knowledge Graph Construction

Open Source & Developer Tooling

  • Prisma ORM Contributor
  • NestJS Core Contributor
  • Rust Ecosystem (Qdrant, LanceDB, Tauri)
  • Symfony Framework
  • Technical Writing & Documentation
  • Community Mentorship

Systems Architecture

  • Distributed Systems Design
  • Event-Driven & CQRS Patterns
  • Vector Databases (Qdrant, Milvus, LanceDB)
  • High-Performance Rust Services
  • Microservices & Domain-Driven Design
  • Graph Databases (Neo4j, ArangoDB)
[02] — open-source contributions

24 projects, shipping consistently.

Code shipped to open-source projects real teams depend on.

OpenClaw

2024 — present
◇ Active Contributor

Shipped core fixes to the OpenClaw agentic framework across routing, auth, and platform integrations. Merged gateway auth-token validation fix and opened multiple PRs improving CLI reliability, WhatsApp/Telegram/Signal channel modules, and Linux compatibility.

TypeScript Node.js AI/ML

Prisma ORM

2019 — present
◇ Contributor

Resolved driver-adapter edge cases in the Prisma ORM monorepo, including MSSQL connection-string escaping (#29158). Opened additional PRs for MariaDB special-character handling and cross-realm Uint8Array compatibility in jsdom environments.

TypeScript Rust Database

NestJS

2017 — present
◇ Contributor

Strengthened test coverage across the NestJS framework sample applications. Submitted unit and e2e tests for the serializer and serve-static samples, improving reliability of official example projects used by thousands of developers.

TypeScript Node.js Jest

Keep

2023 — present
◇ Contributor

Built the Nagios monitoring provider for Keep, a YC W23-backed open-source alert management platform. Implemented bidirectional alert ingestion and webhook-based real-time notifications.

Python REST API Monitoring

Archestra

2024 — present
◇ Contributor

Implemented Groq and DeepSeek LLM provider integrations for Archestra, a cloud-native MCP registry and gateway. Expanded the platform's multi-model AI capabilities.

TypeScript Node.js AI/ML

ComfyUI

2023 — present
◇ Contributor

Fixed scroll-event propagation leaks in ComfyUI's TextPreviewWidget, resolving canvas interaction instability in the leading open-source AI image-generation interface.

TypeScript Vue.js Vite

Cal.com

2021 — present
◇ Contributor

Delivered multiple features to Cal.com, the open-source scheduling platform — booking question field types for routing forms, guest availability checks on reschedule, and email-invite functionality for team assignments.

TypeScript React Next.js

Coolify

2021 — present
◇ Contributor

Added SurrealDB service templates to Coolify, the open-source self-hosting platform. Created both standalone RocksDB and distributed TiKV configurations.

PHP Docker YAML

Documenso

2023 — present
◇ Contributor

Fixed a UI overflow bug in Documenso, the open-source DocuSign alternative — restoring full settings-page functionality on the public profile template.

TypeScript React Next.js

tscircuit

2023 — present
◇ Contributor

Fixed STEP-file generation in tscircuit where component rectangles were incorrectly merged into a single invalid solid — producing valid CAD exports for hardware design workflows.

TypeScript STEP/CAD

Nuclei

2020 — present
◇ Contributor

Integrated the typos spell-checker into Nuclei's CI pipeline and corrected misspellings across 15 files for ProjectDiscovery's widely used vulnerability scanner.

Go YAML CI/CD

Cap

2024 — present
◇ Contributor

Built deeplink actions in Rust and a full Raycast extension for Cap, the open-source screen-recording tool — enabling control of recordings, camera, and microphone from the macOS launcher.

Rust TypeScript React

Firecrawl

2024 — present
◇ Contributor

Authored comprehensive MCP server installation guides for Firecrawl covering 30+ environments — Cursor, VS Code, Claude Desktop — reducing onboarding friction.

TypeScript Next.js Markdown

DN Institute

2023 — present
◇ Contributor

Enhanced ML reporter prompts for improved market analysis at DN Institute, a crypto market-health research platform. Added integration tests for the similarity-search API.

TypeScript Python Cloudflare

Qdrant

2021 — present
◇ Contributor

Added per-collection Prometheus metrics to Qdrant, the high-performance Rust vector database. Enabled granular monitoring of REST request counts, durations, and response status per collection.

Rust Prometheus Vector DB

LanceDB

2023 — present
◇ Contributor

Fixed a crash in LanceDB's hybrid search when hard filtering returned empty results. Refactored the 5,000-line table.rs by extracting the merge_insert module.

Rust Python Vector DB

Foundry

2021 — present
◇ Contributor

Fixed a bug in Foundry where the verify flag suppressed console-log output during script simulation. Restored developer debugging experience for the Rust-based Ethereum toolkit.

Rust Solidity Ethereum

Screenpipe

2024 — present
◇ Contributor

Overhauled the OpenAPI specification for Screenpipe — added 18 missing endpoints, removed 12 stale ones, fixed 15 schema mismatches. Aligned API documentation with the actual codebase.

Rust TypeScript OpenAPI

uv

2024 — present
◇ Contributor

Improved developer experience in uv, Astral's Rust-based Python package manager. Added debug logging for config-file resolution and clarified ambiguous error messages.

Rust Python CLI

Ruff

2022 — present
◇ Contributor

Extended Ruff's TD003 linting rule to recognize Jira-style issue IDs (e.g., JIRA-123) in TODO comments alongside GitHub-style links.

Rust Python Linting

Meilisearch

2018 — present
◇ Contributor

Fixed a bug in Meilisearch where attributesToSearchOn errored on empty indexes instead of returning empty results. Improved graceful handling for the Rust-powered open-source search engine.

Rust Search REST API

Tauri

2019 — present
◇ Contributor

Added the Rust equivalent of convertFileSrc() to Tauri, enabling server-side conversion of local file paths to asset-protocol URLs. Closed a parity gap between Rust and JavaScript APIs.

Rust TypeScript Desktop

Typst

2023 — present
◇ Contributor

Fixed the Typst compiler to correctly infer dictionary types from spread operands in empty collection literals. Resolved a type-inference edge case in the Rust-based typesetting system.

Rust Compiler Typesetting

Symfony

2015 — 2020
◇ Longtime Contributor

Contributed to the Symfony PHP framework over five years, focusing on HTTP Kernel and Console component improvements. Helped shape the developer experience for one of the most widely adopted PHP frameworks.

PHP C Architecture
[03] — experience

Where they've shipped.

Head of Engineering · ClickGUARD

Leading engineering for an ad-fraud protection platform processing millions of daily transactions. Driving technical strategy, team growth, and integration of AI-powered threat detection.

  • ◆ Built an autonomous fraud-detection system processing 10M+ daily transactions with sub-second latency
  • ◆ Reduced false-positive rates by 40% through vector-similarity models and behavioral analysis
  • ◆ Implemented temporal workflow orchestration for complex multi-step threat mitigation
  • ◆ Optimized cloud-infrastructure costs by 60% through intelligent autoscaling
Agentic AI OpenClaw Python Kubernetes Vector DBs TypeScript
Visit ClickGUARD

Senior Software Architect (Consultant) · Waffle.coach

Architecting the technical foundation for an AI-driven parenting assistant. Designing RAG pipelines, semantic memory systems, and privacy-first data architectures.

  • ◆ Built a context-aware RAG system achieving sub-100ms latency across 100M+ vectors
  • ◆ Designed a developmental-state tracking module for personalized child-development insights
  • ◆ Implemented a hybrid edge-cloud architecture for real-time mobile responsiveness
  • ◆ Achieved GDPR compliance through federated learning and on-device processing
GenAI Milvus ArangoDB Python NestJS LLMs
Visit Waffle.coach

Technical Architect (Consultant) · Core Direction

Designing event-driven architectures for high-throughput health-data processing and real-time analytics. Leading migration from monolith to event-sourced microservices.

  • ◆ Migrated legacy monolith to event-driven microservices, reducing deployment cycles by 75%
  • ◆ Implemented CQRS patterns that reduced read latency by 80%
  • ◆ Deployed a real-time leaderboard system handling millions of updates per minute
  • ◆ Integrated wearable-device data streams with sub-second end-to-end processing
Event Sourcing Apache Kafka CQRS NestJS Python
Visit Core Direction

Senior Software Engineer · AlayaCare

Spearheaded migration from monolithic PHP to a microservices architecture serving enterprise healthcare clients. Built core scheduling infrastructure and GraphQL federation at scale.

  • ◆ Designed the core Scheduling Microservice, reducing conflict-calculation time by 90%
  • ◆ Built a real-time patient-monitoring dashboard using GraphQL Subscriptions
  • ◆ Standardized API design patterns across 20+ microservices serving enterprise clients
  • ◆ Introduced mutation testing to CI, measurably increasing test-suite reliability
GraphQL Microservices Python PHP NestJS DDD
Visit AlayaCare
[04] — projects

What they've built.

◇ AI/ML

Autonomous Enterprise Knowledge Graph

A self-organizing knowledge base using autonomous agents to crawl, classify, and link enterprise data sources. Multi-agent orchestration for continuous graph updates, consistency verification, and gap detection.

  • Self-healing knowledge graph with automatic inconsistency detection
  • Autonomous research agents that fill knowledge gaps proactively
  • Hybrid vector-graph retrieval enabling multi-hop reasoning queries
  • Enterprise-grade RBAC with granular collection-level permissioning
OpenClaw LangChain Neo4j Milvus Python FastAPI
◇ AI/ML

OpenClaw Execution Engine

The core execution engine enabling AI agents to interact with modern web applications reliably. Handles complex DOM interactions, auth flows, and dynamic content extraction.

  • Headless browser orchestration with anti-detection and fingerprint randomization
  • Semantic DOM understanding for resilient, self-healing selector generation
  • High-performance async runtime built on Rust and Tokio
  • Plugin architecture supporting custom action handlers and middleware
Rust TypeScript Puppeteer CDP Tokio
◇ Backend

Distributed Vector Search Platform

A high-performance vector search platform engineered for billion-scale embeddings. Custom HNSW indexing with distributed sharding for sub-millisecond query latency.

  • Distributed index sharding with automatic rebalancing and failover
  • Real-time vector insertion with tunable consistency guarantees
  • Multi-modal embedding support across text, image, and audio
  • Production-grade observability with per-collection Prometheus metrics
Milvus Go Kubernetes gRPC Prometheus
◇ AI/ML

Autonomous Fraud Prevention System

A real-time ad-fraud detection system using autonomous agents to simulate user behavior and validate traffic sources. Processes 100K+ events per second.

  • Real-time behavioral analysis using deep-learning classification models
  • Autonomous traffic-validation agents simulating genuine user patterns
  • High-throughput event ingestion handling 100K+ events per second
  • Automated rule generation that adapts to emerging fraud patterns
Python TensorFlow ClickHouse Redis Docker
[05] — skills

The toolkit, in depth.

Agentic AI & Automation

OpenClaw 98%
LangChain 95%
Python AI 98%
Vector DBs 95%
OpenAI GPT 95%
AutoGPT 90%

Core Engineering

TypeScript 98%
Node.js 95%
GraphQL 95%
PHP 90%
Rust 85%
Go 80%

Architecture & Infra

Microservices 98%
PostgreSQL 95%
Kubernetes 92%
AWS 92%
Neo4j 90%
Terraform 90%

Ecosystems

NestJS 95%
Prisma 95%
Tailwind 92%
React 92%
Next.js 90%
Symfony 90%
◆ work with Omair

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