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MOUSATAT

MAHMOUD MOUSATAT — CTO & VISION LEADER.3D COMPUTER VISION & INVERSE RENDERING.محمود مستت

PH.D. RESEARCH FILM — INNOPOLIS UNIVERSITY · 2026–2029

AGENTIC SPARSE3D RECONSTRUCTION.

CAD-centric agentic sparse reconstruction — teaching autonomous systems to recover complete geometry from a handful of views. Innopolis University, 2026–2029.

WATCH ON YOUTUBE ↗

Selected work

ALEPPO → INNOPOLIS · AVAILABLE WORLDWIDE

I TRANSLATE STATE-OF-THE-ARTRESEARCH INTO PRODUCTION SYSTEMS —RADIANCE FIELDS, INVERSE RENDERING,3D COMPUTER VISION.

Portrait of Mahmoud Mousatat

MAHMOUD MOUSATAT — FROM ALEPPO, SYRIA

Vision-driven scientist and engineering leader. For the past 5 years I have led multidisciplinary teams at the intersection of radiance fields, inverse rendering, and 3D computer vision — delivering automated pipelines for high-fidelity reconstruction and real-time visualization.

My applied work spans Structure-from-Motion, SLAM, point-map methods (DUSt3R, MASt3R), and fVDB on real-world, large-scale datasets. My PhD research focuses on CAD-centric agentic sparse reconstruction, alongside core thrusts in 3D Gaussian Splatting fidelity and semantic 3D scene understanding.

Recipient of the R&D Leadership Award from Innopolis University for outstanding technical direction and project impact; recognized by students and faculty as Best Teaching Assistant.

EDUCATION — INNOPOLIS UNIVERSITY

  • PH.D. CANDIDATEMATHEMATICAL MODELING, NUMERICAL METHODS & SOFTWARE2026–2029
  • M.SC.AI & DATA ENGINEERING2024–2026
  • B.SC.COMPUTER SCIENCE & ENGINEERING — DATA SCIENCE2020–2024

IN THE FIELD

PRESENTING NUHA TECH — INTERNATIONAL DELEGATION, 2026
PRESENTING NUHA TECH — INTERNATIONAL DELEGATION, 2026
ON STAGE — ACADEMY OF INNOVATORS, TOP 5 RUSSIAN STARTUPS
ON STAGE — ACADEMY OF INNOVATORS, TOP 5 RUSSIAN STARTUPS
THE NUHA TECH TEAM — RUSSIAN VENTURE FORUM
THE NUHA TECH TEAM — RUSSIAN VENTURE FORUM
TEACHING AT SCALE — AI SPEED TEST, INNOPOLIS
TEACHING AT SCALE — AI SPEED TEST, INNOPOLIS
INNOPOLIS UNIVERSITY — INSTRUCTOR & BEST TA
INNOPOLIS UNIVERSITY — INSTRUCTOR & BEST TA
RESEARCH LIFE — INNOPOLIS
RESEARCH LIFE — INNOPOLIS

PROOF,NOT PROMISES.

PUBLICATIONS & WRITING

ADVERSARIAL ROBUSTNESS THROUGH LIPSCHITZ-GUIDED STOCHASTIC DEPTH IN NEURAL NETWORKS

LAITH NAYAL, MAHMOUD MOUSATAT, BADER RASHEED · 2025

ARXIV:2509.10298 ↗

TEACHING — INNOPOLIS UNIVERSITY

  • INTRODUCTION TO COMPUTER VISION
  • INTRODUCTION TO ARTIFICIAL INTELLIGENCE
  • INFORMATION RETRIEVAL
  • MACHINE LEARNING (LABS)
  • DATA WRANGLING & VISUALIZATION (LABS)

MENTORED: 10 CAPSTONE PROJECTS · 5 STARTUPS

BEST TEACHING ASSISTANT

SPARSE INPUT.

COMPLETE VISION.

LET’S BUILD WHAT’S NEXT.