Portfolio — 2026

Building things
at the edge of
data & intelligence.

CS graduate turned data scientist and researcher. From open-source ML tools to ministerial briefings — I work at the intersection of analytics, AI systems, and real-world impact. Currently at HungerStation (Delivery Hero).

Open to research collaborations Riyadh, SA +966 54 634 9719

Latest 03

AI Systems · Global Impact · 2025

Multimodal LLM Refund Audit System

Generative AI application automating image-based refund claim auditing at HungerStation. Architecture and datasets adopted as a global standard by Delivery Hero across their international organisation.

↗

RAG · Analytics · 2026

Multimodal RAG Analytics Assistant

Gemini-powered self-service analytics assistant backed by an automated BigQuery metadata pipeline — extracting 100+ table schemas, SQL patterns, and relationships across the Local Shops vertical. Reduced repetitive ad-hoc stakeholder requests across 53+ dashboard pages.

↗

Experience 02 roles

Apr 2025 – Present

HungerStation · Delivery Hero

Data Analyst

Leading food delivery platform · high-volume transactional & customer data

Designed multimodal LLM PoC for refund image auditing — architecture adopted globally by Delivery Hero.
Built commercial and vendor-facing dashboards for the Quick Commerce division (Looker Studio, BigQuery, Airflow).
Deep-dive analytics across financial, geographical, and fraud domains; ML forecasting to drive strategic decisions.
Automated KPI reporting and query scheduling for local shop operations, eliminating manual aggregation workflows.
Built Gemini-powered RAG assistant with automated BigQuery schema pipeline — enabling self-service across 53+ dashboard pages.
Established a "Source of Truth" directory for the Local Shops division, standardising metric definitions across teams.
Geospatial site-selection analysis for Al Othaim's branch expansion; feasibility studies for 24/7 rollout.
Speaker at Hungry for Tech 4 — "Beyond the Numbers: When Data Becomes Decisions."

Oct 2024 – Mar 2025

Mozn

Data Scientist

Consultant · Ministry of Municipalities & Housing (MOMRAH)

Developed strategic Power BI dashboard aggregating municipal KPIs — presented to His Excellency the Minister.
Translated complex ML concepts into actionable business insights for executive and technical audiences.
Rapid EDA and ad-hoc analysis on government datasets to support operational and policy decisions.
Engineered ML PoCs for Mozn's prospective clients to demonstrate feasibility and drive business development.

Projects 08 projects

Open Source · TensorFlow Spotlight · 2022

ConvNet Runner

Desktop GUI enabling code-free training of CNNs for image classification — democratising ML access for non-technical users. Featured by TensorFlow as a Community Spotlight award winner.

↗

Computer Vision · Research · 2023

Spot-the-Camel

Live camel detection via a custom-trained YOLOv5 model served through a Flask web interface. Published on arXiv with 12 citations. Dataset available on Kaggle.

↗

IoT · Accessibility · 2022

BlindLine Ring

3D-printed smart ring helping visually impaired individuals learn Braille — Raspberry Pi, camera, ML, and text-to-speech. Top 3 at NEOM OXAGON Hackathon 2022.