Applied AI, operational platforms, mobile products and public-interest software built across the founding team's work.
Robotics Product
A perception-and-control prototype for humanoid material handling. RGB-D localization, 3D target fusion and learned navigation coordinate walking, grasping, transport and drop-off without privileged simulator geometry.
Multi-Camera Vision
A multi-camera perception pipeline for stitched bird's-eye views, with calibration refinement, geometric alignment, pitch compensation and long-sequence validation for surround awareness.
Robotics Perception
A C++ stereo visual odometry engine that estimates motion, triangulates landmarks and visualizes 3D trajectories—the core perception layer for GPS-denied robots and mobile inspection systems.
Embedded AI
An edge-inference pipeline that translates PyTorch model behavior into optimized C++ and TensorRT deployments on NVIDIA Jetson for low-latency vision workloads.
Operations Software
An end-to-end platform for a diversified manufacturer in Côte d'Ivoire, digitizing procurement, production, inventory, clients, sales, finance and administration.
SaaS Platform
A booking platform for Lebanon's barbers, salons, spas and studios, with customer discovery and appointment tools for service businesses.
Vision Infrastructure
A production-minded 2D translation estimator contributed to OpenCV, with RANSAC and LMedS robustness, unit tests, benchmarks and Python bindings for registration, stabilization and tracking pipelines.
Mobile Robotics
An autonomous mobile-manipulation prototype combining ROS navigation, computer vision and pick-and-place for repeatable material handling in controlled indoor environments.
Reinforcement Learning
A reusable experimentation suite spanning Q-Learning, DQN, PPO, OpenAI-style environments, Unity ML-Agents and custom agents for evaluating adaptive control policies before hardware deployment.
Autonomous Navigation
A simulated two-wheeled rover for mapping, localization and autonomous navigation—the software blueprint for warehouse mapping and indoor inspection pilots.
AI Education
A mobile educational assistant using retrieval-augmented generation and OpenAI APIs for conversational access to educational content.
Social Impact Platform
An aid-matching platform created during wartime displacement in Lebanon that connected people requesting assistance with donors and fulfilled hundreds of requests.
Applied AI
An AI food companion for practical, goal-aware meal ideas, recipes, high-protein options and everyday nutrition guidance.
Developer Tools
A hackathon tool using the GitHub API and Google Gemini to analyze pull requests and generate concise summaries of code changes for reviewers.
Management Platform
A management platform delivered for a Dubai-based energy advisory firm working across oil, gas, LNG, power and renewables.
Mobile Application
An Android donation application built with Java, XML and Firebase that placed first in an LAU development competition and resulted in a 30% undergraduate scholarship.
Web Platform
A Django-based surveying platform built for engineering students at the American University of Beirut; the submitted project received 95/100.
Business Website
A public-facing website for professional sales and leadership training, presenting programs, the team and regional contact paths.
Brand Website
A brand-led website for a Beirut bakery and café, bringing its story, menu and location into one focused customer experience.