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.

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
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
AWARDS & CERTIFICATES — DOCUMENTS SELF-HOSTED, VERIFIABLE
- INSTRUCTIONAL SKILLS WORKSHOPSEP 2025 ↗
- QUALITY MARK — ARCHIPELAGO 2025AUG 2025 ↗
- TOP 5 RUSSIAN STARTUPSACADEMY OF INNOVATORS ACCELERATORSEP 2024 ↗
- MERIT SCHOLARSHIP — MASTER'SFOR HIGHLY ACHIEVING SYRIAN STUDENTS IN RUSSIA2024
- R&D LEADERSHIP AWARDINNOPOLIS UNIVERSITYAUG 2024 ↗
- “BEST START” AWARDSTARTUP STUDIOFEB 2024 ↗
- 2ND PLACE — HIGHER SCHOLARSHIP COMPETITIONJAN 2024 ↗
- 4TH PLACE — HACK2SEEDEC 2023 ↗
- WINNER — INNOPOLIS STARTUP SUMMITOCT 2023 ↗
- WINNER — INNOGLOBALHACKSEP 2023 ↗
- WINNER — TATAR-BY HACKATHONSEP 2023 ↗
- MERIT SCHOLARSHIP — BACHELOR'SINNOPOLIS UNIVERSITY2020
- ASIA-PACIFIC INFORMATICS OLYMPIAD2018
- 5TH PLACE — NATIONAL SYRIAN SCIENCE OLYMPIAD2017 ↗
- 2ND PLACE — ACM-ALEPPO COLLEGIATE PROGRAMMING CONTEST2017 ↗
SPARSE INPUT.
COMPLETE VISION.
LET’S BUILD WHAT’S NEXT.











