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The people building it.

H3M Softwares is small on purpose — every project gets direct access to the engineer actually writing the code.

Mohammad Safieddine

Co-Founder & CEO · Full-Stack Developer · Applied AI/LLM Engineer

Beirut, Lebanon

mohammadsafieddine789@gmail.com

Full-stack developer and AI/LLM engineer with three years of freelance experience across Next.js, FastAPI, and PostgreSQL, plus applied LLM systems such as RAG pipelines and autonomous agents. Currently a Master's student and researcher in AI at the Lebanese University, with a track record of owning projects end-to-end for independent clients.

Experience

Freelance Web Developer

Jul 2021 — Present · 3 years

Delivered custom web applications end-to-end for independent clients, cutting manual process time by roughly 30% through automation.

Education

M.S. in Computer Science (in progress)

Lebanese University — researcher in AI

B.S. in Computer Science

Lebanese University, Faculty of Science 5 · 2021 — 2024

Selected projects

Document Assistant API

Production RAG platform (FastAPI, ChromaDB, Groq/Llama 3.3) for querying uploaded documents, live on HuggingFace Spaces and Vercel.

Smoke Dash

RBAC admin platform (Next.js, Fastify, PostgreSQL, Prisma) with full audit trails on every data change.

Agentic RAG — Football Intelligence

Autonomous tool-calling agent paired with a RAG pipeline, reaching 87% answer accuracy and a 93% lower hallucination rate.

Skills

JavaScript/TypeScriptPythonReact.js/Next.jsNode.js/FastAPIPostgreSQL/MySQLRAGAI AgentsLangChainDocker

Languages

English — Fluent

Arabic — Native

Hussein Kteish

Co-Founder · Cybersecurity Specialist & Software Developer

Beirut, Lebanon

hussein.kteish2001@gmail.com

Hussein is a software developer and pentester with a strong academic background and hands-on experience across software development and security. He holds a Bachelor's and Master's degree in Computer Science from the Lebanese University, along with a Master 2 in Cybersecurity. He works across the full stack building web and mobile applications, designing backend systems, and applying AI to solve real-world problems while bringing a security-first mindset to everything he builds by applying pentesting and fixing findings.

Experience

Software Developer & Penetration Tester

Builds full-stack web and mobile applications and backend systems. Penetration-tests web and mobile apps reporting and remediating the findings rather than handing off a list.

Education

Master 2 in Cybersecurity

Lebanese University

Master's in Computer Science

Lebanese University

Bachelor's in Computer Science

Lebanese University

Skills

Penetration testingApplication securityFull-stack webMobile developmentBackend systemsApplied AI

Languages

English — Fluent

Arabic — Native

Mohammad Khalife

Co-Founder · Computer Scientist & Software Developer

France

mhmd-khalife@hotmail.com

Mohammad is a Computer Science and Internet-of-Things graduate with experience in distributed algorithms, C++ simulation, modular robotics, IoT integration, backend development, automation, machine learning, and software systems. He has designed decentralized algorithms for large groups of simulated modules, built RESTful applications and connected-device integrations, developed web applications with Next.js and React, implemented backend services with Node.js and Express, and worked on NLP, computer-vision, reinforcement-learning, forecasting, and large-language-model projects.

Experience

Research Intern — FEMTO-ST Institute

Mar 2026 — Aug 2026 · France

Distributed C++ algorithms for self-reconfigurable 3D modular robots (3D catoms) in the VisibleSim simulator. Thesis on decentralized exploration and growth in an initially unknown 3D environment — a search-and-coil algorithm with tip growth, lateral exploration, branching, collision avoidance, obstacle detection, and object wrapping, all over neighbor-to-neighbor message passing. Distributing growth across four roots cut elapsed simulation time by roughly 8x versus a single root.

Automation & ERP Developer — Freelance

Custom Odoo modules and automation scripts, inventory and operational data synced to a Shopify storefront, automated data-entry and reporting workflows, and Excel VBA for revenue and inventory analysis.

Backend & Web Developer

Backend and full-stack applications with PHP/Laravel and JavaScript/Next.js/Node/Express — 30+ API endpoints for a carpooling platform, Laravel Sanctum authentication, relational schema design, Prisma, PostgreSQL/MySQL, Redis caching, and integration of external route-calculation APIs.

IoT & Connected Devices

A native Dart library polling real-time telemetry from Solarman IoT loggers over raw local-network sockets, plus an Android app for local grid monitoring with live inverter and energy-monitoring alarms.

Education

Master in Internet of Things

Université Marie et Louis Pasteur, France · 2026

Master 1 in Computer Science

Lebanese University, Beirut · 2024 — 2025

Bachelor in Computer Science

Lebanese University, Beirut · 2021 — 2024

Selected projects

Leader Election & Shape Recognition for Modular Robots

Distributed leader-election across 14,764 independently simulated modules, decentralized coordinate propagation for relative (x, y) positions, and global template matching from purely local communication. C++ / distributed systems.

Modular-Robotics Research & Simulation

Algorithms run independently by simulated modules in VisibleSim — rank gradients, scent-based exchange, recruitment, traffic control, routing, branch tracking, collision detection, and geometric tests for exploration, branching, and object wrapping. C++ / distributed algorithms.

Carpooling Platform

30+ REST endpoints with Laravel Sanctum authentication, relational database design, and integration of external route-calculation and multi-passenger path-sequencing APIs.

Publication — IEEE MENACOMM 2026

Co-author of “Fine-Tuning and Agentic Workflows for Lebanese Arabizi Understanding and Generation” — open-source LLMs, dialectal Arabic, fine-tuning, and agentic workflows.

Skills

C++PythonPHPDartJavaScriptSQLDistributed algorithmsVisibleSimNext.js / ReactNode.js / ExpressLaravelPrismaPostgreSQL / MySQLRedisDockerPyTorchHugging FaceXGBoost / LightGBMNLPComputer visionReinforcement learningTime-series forecastingOdoo / ShopifyAndroid / FlutterAWS

Languages

Arabic — Native

English — Professional working proficiency · IELTS 6.5

Certifications

AWS Certified Cloud Practitioner (2024)CS50 Python — Harvard (2023)

Mohammad Khalil

Software Engineer · Full-Stack & AI Systems

Toulouse, France

mhmdkhalil293@gmail.com

Mohammad is a Master's student in MIAGE (Information Systems) at Université Toulouse Capitole, after a Bachelor's and Master 1 in Computer Science at the Lebanese University. He works across the full stack — TypeScript, Node.js/Express, FastAPI, PostgreSQL, Prisma, and Redis on the backend, React/Next.js and Flutter on the front — and is building depth in machine learning and intelligent systems. He cares about understanding how systems work internally, not just how to use the tools, and aims to connect solid software engineering with the mathematical foundations behind AI.

Experience

Full-Stack Developer — POS & Business Management System

Works on a full-stack point-of-sale platform built with TypeScript, Express, Prisma, PostgreSQL, Redis, JWT/Argon2 authentication, Electron, and Next.js with Redux, TanStack, and React Hook Form — covering backend architecture, database transactions, frontend state management, and automated testing.

Education

Master MIAGE — Information Systems

Université Toulouse Capitole, France · 2025 — Present

Master 1 in Computer Science

Lebanese University · 2024 — 2025

B.S. in Computer Science

Lebanese University · 2021 — 2024

Selected projects

AI-Powered Invoice & Receipt Processing

Exploring OCR plus AI information extraction to turn invoices and receipts into structured data that feeds a POS database and analytics, cutting manual data entry.

AI Tic-Tac-Toe

Unbeatable game AI using minimax over the full game tree — adversarial search and state-space exploration.

E-Commerce Platform (in development)

Full-stack store for a local clothing business — products, accounts, cart, orders, inventory, payments, and an admin dashboard on Next.js, Node.js/FastAPI, PostgreSQL, and Redis.

Skills

PythonJavaC++JavaScript / TypeScriptC#DartSQLReact / Next.jsReduxNode.js / ExpressFastAPIPostgreSQLPrismaRedisMongoDBFlutterDockerPlaywright / VitestScikit-learnPyTorchNumPy / Pandas

Languages

Arabic — Native

English — Upper-intermediate

French — Improving toward professional fluency