Available for opportunities

AHMEDBENDIMERED

AI Engineer · MSc Distinction
Computer Vision · Drone Forensics · RAG
Full-Stack · Angular · Flask · Django
Liverpool, UK · Remote Ready · Trilingual
View Projects GitHub ↗
★
★
MSc Distinction
3
3
Degrees
AI
7+
AI Projects
3
3
Languages
01

About Me

I'm a Full-Stack & AI Systems Engineer with three degrees and a track record of shipping complex, production-grade systems — from complete ERP platforms to drone computer vision and client-facing enterprise software.

At Hexalogy I developed Angular frontends for clients, led DevOps on Linux/Proxmox with Portainer, Keycloak, and Nginx Proxy Manager, and co-built a resource capacity and scheduling optimisation system for a confidential client.

I also built a complete ERP system from scratch using WinDev for a confidential client — covering the full business cycle. My AI research spans adaptive dashboard generation (USTOMB MSc) and drone computer vision (LJMU MSc). Based in Liverpool, UK — open to remote or relocation.

🐙github.com/AhmedBenAI 💼linkedin.com/in/bendimered-ahmed-el-hadi 📧totti312002@gmail.com
// tagline
"Combining academic AI research with practical engineering to build scalable intelligent solutions."
// degrees
🎓 MSc AI (Applied ML) · LJMU UK · Distinction
🎓 MSc AI · USTOMB Oran Algeria · 2024
🎓 BSc Computer Systems · USTOMB · 2022
// status
● Open to work · Remote / Relocation
// languages
🇩🇿 Arabic
Native
🇬🇧 English
C1 · IELTS Academic & General
🇫🇷 French
C1 · CCF
02

Skills & Stack

// proficiency
Python
95%
Machine Learning
92%
Computer Vision
88%
RAG / LLM
85%
TensorFlow 2
85%
PyTorch
80%
Backend / APIs
88%
Docker / DevOps
80%
CUDA / GPU ML
75%
TypeScript / JS
72%
Data Analytics
82%
Security / RBAC
70%
ML / AI Frameworks
TensorFlow 2PyTorchRAPIDS cuML HuggingFaceScikit-learnBERTKeras
Backend & APIs
FlaskDjangoFastAPI Flask-AppBuilderDjango REST
Infrastructure
DockerKeycloakApache Superset ProxmoxPortainerLinuxGit
Languages
PythonJavaScript SQLWLanguageCUDA
Databases
MySQLMongoDB HFSQLData Modelling
Data & Visualisation
PandasNumPyPlotly SeabornMatplotlib
Frontend
AngularHTMLCSS/SCSS
Spoken Languages
Arabic — Native English — C1 (IELTS) French — C1 (CCF)
03

GitHub Projects

Hover cards to flip · select to customise
Full-Stack · In Progress
Dari — Real Estate Platform
Full-stack property platform for the Algerian market — agency & private listings, search, and property management.
Angular · Python · REST API
Dari Real Estate Platform
Centralised property discovery for Algeria. Listing workflows, agency account management, search and backend APIs for scalability. Personal project demonstrating SaaS architecture skills.
AngularPythonREST APIFull-Stack
Frontend ↗  |  Backend ↗
AI · RAG · Backend
RAG Knowledge API
Retrieval-Augmented Generation API — context-aware intelligent responses via knowledge retrieval + language model integration.
Python · RAG · NLP
RAG Knowledge API
Backend API combining knowledge retrieval with LLM workflows. Retrieves relevant context and generates enhanced responses through REST endpoints. Demonstrates practical RAG system design.
PythonRAGNLPAPI
View on GitHub ↗
AI Backend · Healthcare
TriageAI Backend
AI-powered triage support backend — processes healthcare inputs and supports clinical decision-making through intelligent APIs.
Python · AI Integration
TriageAI Backend
Backend infrastructure for an AI triage system. APIs and service layers managing data flow between AI components and application interfaces. Practical AI backend integration for healthcare decision support.
PythonAI BackendHealthcareAPI
View on GitHub ↗
NLP · RAG · Academic
Pressure Ulcer QA — BERT + RAG
Domain-specific QA system using BERT and RAG for healthcare. Contextually relevant answers in the clinical wound-care domain.
Python · BERT · NLP
Pressure Ulcer QA — BERT + RAG
Intelligent QA combining transformer-based NLP with retrieval-augmented generation. Provides contextually relevant clinical answers for the healthcare domain. Academic research project with published output.
BERTRAGNLPHealthcare
View on GitHub ↗
Computer Vision · TF2
Wildlife Object Detection
End-to-end wildlife detection with TensorFlow 2 — model training pipeline plus production API deployment layer.
TensorFlow · Python · CV
Wildlife Object Detection System
Full CV pipeline: TF2 model training, automated animal detection in image datasets, and separate API deployment layer. Demonstrates computer vision development and ML deployment skills end-to-end.
TensorFlowComputer VisionAPIPython
Model ↗  |  API ↗
GPU ML · RAPIDS
HIGGS Rapid ML Pipeline
High-performance ML pipeline for large-scale HIGGS dataset analysis using RAPIDS — efficient preprocessing, training, and evaluation.
Python · RAPIDS · GPU
HIGGS Rapid ML Pipeline
Scalable ML pipeline for the HIGGS boson dataset. Focuses on efficient preprocessing, model training, and evaluation workflows. Demonstrates GPU-accelerated ML experimentation and pipeline optimisation at scale.
RAPIDSGPUML PipelinePython
View on GitHub ↗
View All on GitHub ↗
04

Work Experience

2023 — 2024
Software Engineer — Frontend & DevOps
Hexalogy
Contributed to the full delivery lifecycle of client software — from requirement gathering and business analysis through to frontend, backend, deployment, and optimisation. Built web interfaces in Angular and SCSS integrated with Flask and Django backends. Managed production infrastructure using Proxmox VMs, Portainer, Keycloak SSO, and Nginx. Designed ML-assisted scheduling and route optimisation algorithms to improve personnel allocation efficiency.
AngularFlaskDjangoKeycloakProxmoxPortainerLinuxML Optimisation
2023 — 2024
AI Systems Developer — Resource Optimisation
Hexalogy · Confidential Client
Designed optimisation algorithms including ML-assisted scheduling and route optimisation to improve personnel allocation and operational performance for clients. Supported end-to-end delivery of scalable software systems, working directly with clients to align technical solutions with operational goals.
ML OptimisationRoute PlanningScheduling AlgorithmsFull-Stack
05

Research Papers

2025
LJMU
Forensic Drone Analysis System
MSc Dissertation · Liverpool John Moores University · Distinction
AI-driven forensic drone system supporting autonomous aerial data acquisition and forensic analysis workflows. Applied ML and intelligent processing to enhance automated evidence collection and situational analysis. Combines research rigour with practical engineering implementation for aerial forensic applications.
GitHub (paper in repo) ↗
2024
Published
Intelligent Adaptive Dashboard System
MSc Research Project · USTOMB Oran, Algeria
AI-powered dashboard platform that dynamically adapts data visualisations and prioritises relevant information automatically based on incoming data patterns. Removes the need for manual dashboard configuration by applying relevance-based intelligent decision logic — personalising analytical insights for each user on every login.
GitHub (paper in repo) ↗
06

Education & Degrees

MSc
2024 — 2025
MSc AI — Applied Machine Learning ✦ Distinction
Liverpool John Moores University, UK · 2024–2025
Focused on applied ML, practical AI engineering, and research-led intelligent systems. Dissertation: Forensic Drone Analysis System — AI-driven aerial data acquisition and forensic analysis workflows combining ML processing with practical engineering implementation.
Forensic Drone CVNLPRAGML PipelinesAI Integration
MSc
2022 — 2024
MSc Artificial Intelligence
University of Science and Technology Oran · 2022–2024
Strong theoretical and practical AI foundations: ML algorithms, mathematical modelling, intelligent agents, computer vision, and audio/image processing. Research project: Intelligent Adaptive Dashboard System — AI that dynamically selects and prioritises relevant visualisations per user with no manual configuration.
Adaptive DashboardsComputer VisionIntelligent AgentsML Algorithms
BSc
2019 — 2022
BSc Computer Systems
University of Science and Technology Oran · 2019–2022
Web development, algorithms, databases, software architecture, and backend logic. Capstone: fully integrated ERP desktop application (WinDev) covering HR, payroll, stock, accounting, and order processing — deployed in an active manufacturing environment.
Web DevelopmentAlgorithmsDatabasesERP · WinDev
LET'S
Build
TOGETHER
💼LinkedInbendimered-ahmed-el-hadi 🐙GitHub@AhmedBenAI 📧Emailtotti312002@gmail.com
📍LocationLiverpool, UK · Open to Remote / Relocation
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