Abdullah Taufiq
Dubai,United Arab Emirates
Summary
Computer Science graduate specializing in AI, with deep expertise in agentic AI systems, knowledge graph engineering, and automated data pipelines. Passionate about turning cutting-edge AI research into practical tools that help users extract insights from complex information.
Overview
5
5
years of professional experience
4
4
years of post-secondary education
Work history
AI engineer
BrainyAI
Dubai, UAE
02.2025 - Current
- Designed and delivered Brainy AI’s production-grade agentic AI platform, taking systems from early prototypes to fully deployed, user-facing solutions.
- Built LLM-driven agent workflows using LangChain, including tool/function calling, retrieval pipelines, prompt orchestration, and memory patterns.
- Developed multi-agent architectures using Letta Agents SDK, applying LangChain-style abstractions while extending them with persistent shared memory, long-term context, and inter-agent coordination.
- Implemented automation and orchestration with n8n, enabling agents to trigger workflows, integrate external APIs, manage data pipelines, and execute complex business logic end to end.
- Designed and maintained user-centric knowledge graphs, modeling entities, relationships, and historical context to support personalization and multi-hop reasoning.
- Built and optimized graph-based retrieval systems using Neo4j and FalkorDB, integrating structured graph queries with LLM reasoning.
- Implemented hybrid retrieval architectures (RAG + GraphRAG) by combining semantic vector search with graph traversal for improved grounding and accuracy.
- Created and managed embedding pipelines and vector storage using FAISS, Qdrant, and Supabase Vector, selecting solutions based on scale, latency, and cost constraints.
- Deployed and maintained AI services across test, staging, and production environments, handling configuration, versioning, and safe rollouts.
- Ensured production reliability through monitoring, logging, fallback strategies, and continuous iteration based on real-world usage.
- Collaborated closely with product and engineering teams, contributing to Brainy AI’s overall architecture, technical roadmap, and long-term AI strategy.
Intern
PureCS
, Dubai
03.2024 - 09.2024
- Explored Retrieval-Augmented Generation (RAG) and LLMs, optimizing document chunking for efficient processing and addressing real-world AI challenges.
Customer Service Team Lead
Pure Health
09.2020 - 04.2022
- Led Pure Health's customer service team at Dubai Airports, improving resolution, satisfaction, and performance.
Education
Bachelors of Computer Science - Artificial Intelligence
Swinburne University of Technology Sarawak Campus
Malaysia 09.2021 - 12.2024
A-Levels - undefined
Arab Unity School
Dubai 01.2018 - 01.2019
Skills
Python, SQL – Expert
Agentic AI & LLM Systems – ExpertLangChain, Letta SDK (multi-agent orchestration), prompt engineering
Memory management, context handling, streaming responses (SSE)
RAG & GraphRAG Systems – Expert
Document ingestion pipelines, hybrid search, knowledge graph construction
Chunking strategies, embedding optimization
Knowledge Graphs & Graph Databases – Expert
FalkorDB, Neo4j, OpenCypher query language
Graph modeling, relationship traversal, PageRank algorithms
Vector Databases & Embeddings – Experienced
FAISS, Qdrant, Supabase Vector
Embedding models, similarity search, hybrid retrieval
Workflow Automation & Integration – Expert
n8n (end-to-end automated pipelines, API integrations, error handling)
Event-driven architectures, webhook processing
Backend Development & APIs – Experienced
FastAPI, REST APIs, authentication (JWT/Supabase Auth)
Background task processing (Redis, TaskIQ)
Cloud Infrastructure & DevOps – Experienced
Docker, Docker Compose, CI/CD pipelines
Supabase (Auth, Storage, Database), Redis
Web & Mobile Development – Experienced
Laravel, Flutter
Machine Learning & AI Modeling – Experienced
C, C# – Experienced
Data Structures & Algorithms – Skillful
Power BI / Tableau – Beginner
LANGUAGES
English - Highly proficient
Urdu - Native speaker
Timeline
AI engineer
BrainyAI
02.2025 - Current
Intern
PureCS
03.2024 - 09.2024
Bachelors of Computer Science - Artificial Intelligence
Swinburne University of Technology Sarawak Campus
09.2021 - 12.2024
Customer Service Team Lead
Pure Health
09.2020 - 04.2022
A-Levels - undefined
Arab Unity School
01.2018 - 01.2019