Cairo, Egypt · Open to remote · © 2026
AI EngineerData & Statistics
Hey!
I'm Malek Ahmed — a Computer Science and Statistics double major at Ain Shams University. I build retrieval and LLM systems, and I measure them: test sets, evaluation metrics, production monitoring.
Two graduation projects, one per discipline. Retrieval accuracy raised from 54.4% to 97.0% on a 182-case test set. A nine-panel monitoring dashboard shipped to production. Nothing on this site is invented — every number links back to the project that produced it.
Evidence
Every figure below comes from a project on this site, with its method stated.
Retrieval accuracy · Campus AI
182-case test set
RAGAS overall score · Campus AI
21-question hand-labelled Arabic set
Clustering algorithms benchmarked
Silhouette · Davies–Bouldin · Calinski–Harabasz
Live monitoring panels · NexoBot
Prometheus + Grafana
I'm a Computer Science and Statistics double major at Ain Shams University, Faculty of Science — two sets of foundations, and two graduation projects, one in each discipline.
The statistics half taught me to ask how you would know if something worked. The computer science half let me build the thing being measured. Most of my work sits where those meet: retrieval systems, LLM applications, clustering, and the evaluation and monitoring that tell you whether any of it is doing its job.
I'm looking for roles in data analysis, data science, or AI engineering.
Selected work
Campus AI
Computer Science graduation project · Grade A− · LiveA bilingual Arabic/English assistant for Faculty of Science students, built on a retrieval pipeline combining semantic and keyword search.
Retrieval accuracy raised from 54.4% to 97.0% across a 182-case test set.
FlutterFastAPIChromaDBSentence-TransformersBM25OllamaRead the case study →
NexoBot
DEPI Round 4 graduation project · Team of 3A cybersecurity investigation agent running a locally fine-tuned model with eight forensic tools, deployed with full production monitoring.
Nine-panel observability dashboard covering token latency, throughput, backpressure and silent stream failures.
ReactDockerPrometheusGrafanaNginxLangGraphRead the case study →
Customer Segmentation & Anomaly Detection
Statistics graduation project · Team of 7Behavioural segmentation of a retail customer dataset, with every detected outlier classified into an actionable business category.
DBSCAN benchmarked against K-Means and Hierarchical clustering on three separate validity indices.
Pythonpandasscikit-learnDBSCANPCAExcelRead the case study →
Voronoi Diagram — Divide & Conquer
Computational geometry coursework · Short noteA from-scratch divide-and-conquer construction of a Voronoi diagram.
PythonRead the case study →
The path so far
B.Sc. Computer Science & Statistics — double major
Ain Shams University, Faculty of Science, Cairo
2027
B.Sc. expected
Computer Science & Statistics, Ain Shams University — double major.
Jul 2026
NexoBot delivered
DEPI graduation project. Built the React interface and the full deployment and observability layer.
2026
Campus AI — graded A−
Computer Science graduation project. Bilingual retrieval assistant, evaluated on two separate test sets.
Nov 2025 – Jul 2026
DEPI — Data Science & Generative AI, Round 4
Professional track, completed.
Jan 2026
IBM SkillsBuild — AI Fundamentals with Capstone
Verified badge on Credly.
2025 – 2026
Customer Segmentation & Anomaly Detection
Statistics graduation project. Owned the DBSCAN clustering and anomaly-detection module.
Aug – Sep 2025
Be Ready: 1 Million Innovators
Ministry of Higher Education initiative — employability skills.
2022
Started at Ain Shams, Faculty of Science
Enrolled in the Computer Science and Statistics double major.
Also: Mobile Development with Flutter — ITI, ~120 hours.
Get in touch
Open to roles in data analysis, data science, or AI engineering — in Cairo or remote.
Arabic (native) · English (professional working proficiency)