roomsplat — 3D Room Tours from Phone Video
3D Vision / Gaussian Splatting Turns a phone walkthrough video into a navigable 3D room tour using Gaussian Splatting — fully local, no cloud or subscription. Record a room, run one command, explore the scene in any browser.
- › End-to-end local 3D Gaussian Splatting pipeline (35–100 min on a mid-range GPU)
- › COLMAP for camera poses, with MASt3R fallback for texture-poor walls
- › WebGL2 browser viewer with WASD navigation and spherical-harmonics rendering
- › Compact ~10–60 MB .splat exports
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videosplat — 4D Free-Viewpoint Video
4D Vision / Gaussian Splatting Free-viewpoint replay of dynamic scenes from multi-camera video via 4D Gaussian Splatting. Auto-calibrates cameras, trains a 4D model, and generates an interactive web viewer to scrub through time and fly through the scene.
- › Four 4D reconstruction backends: 4DGaussians, SpacetimeGaussians, Gaussian-Flow, 4D-Rotor-Gaussians
- › COLMAP/MASt3R calibration supporting casual, unsynced, mixed-resolution capture
- › Person masking via confidence down-weighting for moving subjects
- › VRAM-aware design tuned for 16GB GPUs
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AI Assistant for Drug Discovery
Pharma / LLMs BenchSci
An ML/LLM-powered assistant for drug discovery scientists at BenchSci, accelerating research by surfacing relevant evidence from scientific literature and proprietary data.
- › LLM orchestration over complex, jargon-dense biomedical corpora
- › Custom retrieval and ranking pipeline for regulated pharmaceutical data
- › Production system used by scientists across major pharma companies
MM NLG Suite
NLP / NLG MarketMuse
One of the very first efficient neural content-writing systems in the market, built end-to-end at MarketMuse. Generated high-quality article drafts at scale for SEO content teams.
- › Built the training dataset by crawling and cleaning the entire web
- › Trained a custom Transformer-based NLG model
- › Designed domain-specific evaluation metrics for content quality
- › Delivered full deployment pipeline and user interface
User Intent Classifier
NLP / SEO MarketMuse
A model to classify the search intent behind URLs and Google queries, enabling smarter content strategy recommendations for MarketMuse customers.
- › Custom labeling platform and annotation workflow
- › Multi-class classification across navigational, informational, transactional, and commercial intents
- › Deployed as a backend microservice serving real-time predictions
Twasol — Assistive CV & Speech System
Computer Vision / HCI A computer vision and speech recognition system giving quadriplegic patients full control of their computers, smart home, and telephone via head movements and voice commands.
- › Real-time head-movement tracking via computer vision for cursor and device control
- › Speech recognition integration for phone calls and system navigation
- › 1st Place, Microsoft Imagine Cup Egypt 2012; Top 20 worldwide