Available for opportunities

AHMEDBENDIMERED

AI Engineer · MSc Distinction

Computer Vision · RAG Systems · Full-Stack AI

Full-Stack · Angular · Flask · Django

Liverpool, UK · Remote Ready · Trilingual

View Projects GitHub ↗

★

MSc Distinction

Degrees

AI Projects

Languages

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 for a manufacturing 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

Skills & Stack

ML / AI Frameworks

TensorFlow 2PyTorchRAPIDS cuML HuggingFaceScikit-learnBERTKeras

Backend & APIs

FlaskDjangoFastAPI Node.jsExpress Flask-AppBuilderDjango REST

Infrastructure

DockerKeycloakApache Superset ProxmoxPortainerLinuxGit

Languages

PythonJavaScriptTypeScript SQLCUDA

Databases

MySQLMongoDB HFSQLData Modelling

Data & Visualisation

PandasNumPyPlotly SeabornMatplotlib

Frontend

AngularHTMLCSS/SCSS

Spoken Languages

          Arabic — Native
          English — C1 (IELTS)
          French — C1 (CCF)
        

GitHub Projects

Hover cards to flip

// AI & Machine Learning 5 projects

Computer Vision · MSc Dissertation

Forensic Drone Analysis System

AI-driven drone system for autonomous aerial data acquisition and forensic analysis — LJMU MSc Distinction dissertation.

Python · CV · ML · Drone

Forensic Drone Analysis System

AI system supporting autonomous aerial data acquisition and forensic workflows. Applied ML and intelligent processing for automated evidence collection and situational analysis. LJMU MSc dissertation — awarded Distinction.

Computer VisionDroneMLForensicsDistinction

Research ↓

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 for automated animal detection, deployed via a Dockerised Flask + TensorFlow Serving REST API with a web UI. Covers the full journey from model training to production deployment.

TensorFlowComputer VisionAPIPython

Model ↗ API ↗

NLP · RAG · Healthcare

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.

BERTRAGNLPHealthcare

GitHub ↗

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

GPU-accelerated ML pipeline on the HIGGS boson dataset. Achieved 75× Random Forest speedup and 10× XGBoost speedup using NVIDIA RAPIDS vs scikit-learn CPU baseline. Demonstrates large-scale ML optimisation and GPU benchmarking.

RAPIDSGPUML PipelinePython

GitHub ↗

AI Systems · MSc Research

Intelligent Adaptive Dashboard

AI-powered dashboard that dynamically selects and prioritises the most relevant visualisations per user — no manual configuration needed.

Python · Intelligent Systems · Data Viz

Intelligent Adaptive Dashboard System

AI platform that automatically adapts data visualisations and prioritises relevant information based on incoming data patterns. Removes manual dashboard configuration by applying relevance-based intelligent decision logic. USTOMB MSc research project.

AI SystemsData VizAdaptivePython

Research ↓

// APIs & Backend 2 projects

RAG · Full-Stack · FAISS

RAG Knowledge App

Full-stack RAG app — upload PDFs or URLs, ask questions, get grounded answers via GPT-3.5 and FAISS vector search.

TypeScript · Python · RAG · FAISS

RAG Knowledge App

Full-stack RAG application. Upload PDFs or paste URLs, ask questions, and get grounded answers using GPT-3.5 and FAISS vector search. Combines a TypeScript frontend with a Python RAG backend.

TypeScriptPythonRAGFAISSGPT-3.5

GitHub ↗ Website ↗

AI · Full-Stack · Support Triage

TriageAI

AI-powered support ticket triage pipeline — GPT-3.5 Turbo, Claude Haiku, RAG, and SQLite with an Angular 17 dashboard frontend.

Python · Angular · GPT-3.5 · Claude

TriageAI

Full-stack AI triage system for support tickets. Backend pipeline using GPT-3.5 Turbo, Claude Haiku, RAG, and SQLite — paired with an Angular 17 frontend dashboard for ticket automation and management.

GPT-3.5Claude HaikuRAGAngular 17SQLite

GitHub ↗ Website ↗

// Full-Stack & Enterprise 2 projects

Enterprise Software · Production-Deployed

ERP System — Manufacturing Client

Complete ERP built from scratch and deployed in an active manufacturing environment — HR, payroll, stock, accounting, and order processing in daily use.

WinDev · HFSQL · Enterprise

ERP System — Manufacturing Client

Fully integrated enterprise system covering HR, payroll, stock control, accounting, supplier workflows, order processing, and reporting. Delivered end-to-end for a confidential client — still in active daily production use.

WinDevHFSQLEnterpriseProductionClient Project

Website ↗

Full-Stack · Angular · Python

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

GitHub ↗ Website ↗

View All on GitHub ↗

Work Experience

2023 — 2024

Software Engineer & AI Systems Developer

Hexalogy

Contributed to the full delivery lifecycle of client software — from requirements gathering and business analysis through to frontend, backend, deployment, and optimisation. Built Angular and SCSS frontends integrated with Flask and Django backends. Managed production infrastructure on Linux using Proxmox, Portainer, Keycloak SSO, and Nginx. Co-designed ML-assisted scheduling and route optimisation algorithms for a confidential client, improving personnel allocation efficiency. Delivered a complete ERP system (WinDev/HFSQL) covering HR, payroll, stock, and accounting for a manufacturing client — still in active production use.

AngularFlaskDjangoKeycloakProxmoxPortainerLinuxML OptimisationRoute PlanningWinDev

Research & Dissertations

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

USTOMB

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) ↗

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