Mohammad Javad Ahmadi
CTO at MediversAI×Head of ARAS AI Lab
Dual-role executive bridging cutting-edge AI research with commercial impact. 8+ years architecting scalable, production-grade solutions in MedTech and FinTech.
Multi-Modal GenAI
LLMs, VLMs, RAG Architectures
Full-Stack Engineering
SaaS, Microservices, Cloud
Leadership Expertise
60+ mentored, strategic vision
About Me
I'm a senior AI engineer and technical leader bridging advanced scientific research with commercial impact.
With 8+ years of experience, I combine the theoretical rigor of academia, the structural standards of industry, and the agility of high-growth startups. My expertise spans:
- 🧠Advanced AI Architecture: Multi-Modal GenAI (LLMs/VLMs), Autonomous Agentic Systems, Real-time Computer Vision
- ⚙️Product Engineering: Architecting scalable SaaS infrastructure, cloud deployment, CI/CD pipelines
- 👥Team Leadership: Mentoring 60+ developers, cross-functional team management, R&D strategy
- 🔍Domain Expertise: Healthcare AI, Surgical Video Analysis, Medical Imaging, Quantitative Trading
Technical Leadership
Dual-role CTO and Head of AI Lab directing cross-functional teams (AI, Data, Software) delivering scalable SaaS solutions in MedTech and FinTech.
Mentorship & Teaching
Dedicated mentor guiding 67+ researchers with expertise in problem-solving, innovation, and technical excellence across 8+ years.
End-to-End Delivery
Specialist in translating academic research into production-ready products. Successfully launched Surgicise, SmarTeeth, and other award-winning solutions.
Recognition & Awards
Top startup awards (Startup TNT, BioAlberta), prestigious research grants (INSF), and published research in IEEE & JAMA.
8+
Years Experience
📅67+
Researchers Mentored
👥17+
Publications
📚3+
Startups Led
🚀Key Highlights
My core strengths and accomplishments that define my professional journey.
Technical Leadership & Strategy
Dual-role executive (CTO at MediversAI & Head of ARAS AI Group) directing cross-functional teams (AI, Data, Software) to deliver scalable SaaS solutions in MedTech and FinTech.
End-to-End Product Delivery
Specialist in bridging R&D and production; successfully translated academic research into commercial software (Surgicise, SmarTeeth) with pilot programs from major universities and hospitals.
Advanced AI Architecture
8+ years architecting complex pipelines: Multi-Modal GenAI (LLMs/VLMs), Autonomous Agentic Systems, real-time Computer Vision (3D-CNN, Dual-Stream) for mission-critical healthcare applications.
Engineering Leadership
Mentor and Head Teaching Assistant guiding 60+ developers and researchers, fostering technical excellence and innovation across multiple organizations and academic institutions.
Commercial & Academic Recognition
Innovation leader with top-tier startup awards (Startup TNT, BioAlberta), prestigious research grants (INSF), and high-impact publications in IEEE & JAMA.
Proven Track Record
Demonstrated success in commercialization, securing pilot programs with University of Toronto, University of Alberta, and major eye care institutions.
Professional Experience
8+ years bridging advanced AI research with commercial product delivery across MedTech, FinTech, and academic innovation.
Chief Technology Officer (CTO)
MediversAI Inc. (HealthTech SaaS Startup)
Leading the technological vision and commercialization of AI-driven surgical assessment tools. Translated academic research into a scalable SaaS product.
Key Achievements:
- Engineered Surgicise - AI-Powered Surgical Skill Assessment SaaS platform
- Architected full-stack cloud infrastructure for secure deployment
- Secured pilot programs with University of Toronto, University of Alberta, ARBOR, and EVO
- Ranked Top 15 at Startup TNT Summit X and Top 8 at BioAlberta's Life Sciences Week
Head of ARAS AI, VR & Software Group
ARAS Lab & Farabi Eye Hospital
Directing cross-functional teams (AI, Data, Software) through full product lifecycle. Providing mentorship and strategic direction in developing cutting-edge CV and NLP solutions.
Key Achievements:
- Led development of Surgical Video Understanding ecosystem with 3,000+ video dataset
- Architected dual-stream deep learning models for medical imaging (Keratoconus, ROP)
- Engineered multi-modal GenAI modules for automated adverse event detection
- Mentored 67+ researchers (10 M.Sc. + 16 current, 19 B.Sc. + 22 current)
Technical Lead - AI & Computer Vision
SmarTeeth & Smartory (MedTech Startup)
Led technical roadmap and engineering of AI-powered dental diagnostic ecosystem. Orchestrated transition from MVP to scalable product.
Key Achievements:
- Engineered robust deep learning for multi-modal dental imaging analysis
- Created specialized dataset of 2,000+ Bitewing and X-ray images
- Integrated LLMs for automated clinical reporting and treatment planning
- Developed pathology detection for oral lesions, cavities, and structural abnormalities
AI Lead - Financial Forecasting & Agentic Systems
NexolAI (FinTech Startup)
Leading R&D of next-generation quantitative trading tools leveraging Transformer-based architectures and Autonomous Agentic workflows.
Key Achievements:
- Architected Temporal Fusion Transformer (TFT) for multi-horizon crypto price forecasting
- Implemented attention-based feature selection from 100+ technical indicators
- Pioneered Multi-Agent system for holistic market analysis
- Orchestrated specialized agents for sentiment, technical, order book, and on-chain analysis
Level Up: CTO Coaching Program Member
Alberta Machine Intelligence Institute (Amii)
Selected for Amii's exclusive executive coaching program for technical leaders of high-potential AI startups.
Key Achievements:
- Intensive mentorship on transitioning from technical engineering to executive leadership
- Refining roadmaps for scaling AI infrastructure and teams
- Participating in exclusive roundtables with world-class AI researchers
- Discussing cutting-edge GenAI developments and commercial deployment challenges
🏛️ Teaching & Mentorship
- Instructor: Robotics & Machine Vision (2026)
- Head Teaching Assistant: ML, Deep Learning, AI, Control Systems
- Direct Mentor: 67+ researchers across M.Sc. and B.Sc. levels
- Author: Fundamentals of Robotics, Introduction to Robotics books
📊 Academic Service
- Reviewer: JAMA, IEEE Transactions (Medical Robotics & Control)
- Distinguished Reviewer: JAMA Network Open (Sep 2025)
- Top 5% Peer Reviewer: JAMA Network Open (2024)
- IT Chair: Robotics Society of Iran & ICRoM Conferences (2022-Present)
Education
Exceptional academic background with advanced degrees in Electrical and Control Engineering from top-tier Iranian institutions.
Ph.D. Candidate
Electrical and Control Engineering
K. N. Toosi University of Technology
Thesis: Design and Implementation of an AI-Powered System for Phase Recognition and Skill Assessment in Cataract Surgery Videos
Supervisor(s): Prof. Hamid D. Taghirad & Prof. Mahdi Tavakoli
Master's Degree
Electrical and Control Engineering
K. N. Toosi University of Technology
Thesis: Development and implementation of eye surgery skill assessment techniques with emphasis on video data and feedback
Supervisor(s): Prof. Hamid D. Taghirad
Bachelor's Degree
Electrical and Control Engineering
Amirkabir University of Technology
Thesis: Design and Implementation of an indoor positioning system for a four-wheeled robot
Supervisor(s): Dr. Mohammad A. Khosravi & Dr. Hajar Atrianfar
High School Diploma
Mathematics and Physics
National Organization for Development of Exceptional Talents (Sampad)
Academic Ranks
- 🏆9th in National PhD Entrance Exam (Control Engineering) - 2022
- 🏆1st in Festival of Selected Seminars (Electrical/Computer Eng.) - 2021
- 🏆Top 0.1% in National University Entrance Exam (180,000+ participants) - 2015
Key Specializations
- ✓Computer Vision & Deep Learning
- ✓Surgical Video Analysis & AI
- ✓Medical Imaging & Diagnostics
- ✓Robotics & Control Systems
Skills & Expertise
Comprehensive technical stack spanning AI/ML, software engineering, cloud infrastructure, and domain expertise in healthcare and fintech.
AI & Computer Vision
Software Engineering
Cloud & DevOps
Leadership & Strategy
Domain Expertise
Expertise Framework
Organized by depth of experience and application scope
Expert
Deep mastery with 8+ years of production impact
Advanced
Extensive experience with diverse real-world applications
Proficient
Solid foundation with active development and research
Key Projects & Products
Breakthrough AI solutions spanning surgical video analysis, medical imaging, fintech, robotics, and innovative training technologies.
Surgicise
AI-Powered Surgical Skill Assessment SaaS
Scalable cloud platform for analyzing surgical videos, extracting phase information, segmenting instruments/tissues, and providing AI-driven skill assessments.
✨ Highlights:
- ★Research spinoff from ARAS Lab
- ★Pilot programs with University of Toronto, University of Alberta, ARBOR, EVO
🛠️ Tech Stack:
Cataract Surgery AI Suite
Multi-Modal Surgical Video Analysis
Advanced deep learning ecosystem for phase recognition, instrument tracking, skill assessment, and adverse event detection in cataract surgery videos.
✨ Highlights:
- ★3,000+ proprietary video dataset
- ★Dual-stream CNN architecture
🛠️ Tech Stack:
SmarTeeth
AI-Powered Dental Diagnostic Platform
Multi-modal dental imaging analysis system with segmentation, classification, and automated clinical reporting using deep learning and LLMs.
✨ Highlights:
- ★2,000+ annotated dental images
- ★Robust pathology detection
🛠️ Tech Stack:
Keratoconus Diagnosis System
AI for Refractive Surgery Decision Support
Dual-stream deep learning framework for precise Keratoconus classification using Pentacam imaging. Provides comprehensive characterization including stage, zone, and clinical recommendations.
✨ Highlights:
- ★7,000+ Pentacam images dataset
- ★6-class classification accuracy >95%
🛠️ Tech Stack:
ROP (Retinopathy of Prematurity) AI
Automated Retinal Screening System
Deep learning models for automated diagnosis of plus disease and early ROP stages using fundus imaging, enabling scalable screening in resource-limited settings.
✨ Highlights:
- ★3,000+ fundus images dataset
- ★Multi-stage ROP characterization
🛠️ Tech Stack:
NexolAI - Crypto Trading Intelligence
Autonomous Multi-Agent Market Analyst
Temporal Fusion Transformer for crypto forecasting + Multi-agent system orchestrating sentiment, technical, order book, and on-chain analysis for trading signals.
✨ Highlights:
- ★TFT-based architecture for price forecasting
- ★Multi-agent LLM orchestration
🛠️ Tech Stack:
VR/MR Surgical Simulators
High-Fidelity Training Ecosystems
Mixed reality simulators for cataract and deep vitrectomy surgeries, integrated with gamified physical phantoms and AI video analysis for objective assessment.
✨ Highlights:
- ★Patent-pending physical training kit
- ★Gamification mechanics
🛠️ Tech Stack:
Surgical Robotics Data Platform
RCM-Based Real-Time Data Logging
Integrated GUI and real-time data acquisition system for robotic surgery, capturing force/motion dynamics and enabling comprehensive robotic surgery analysis.
✨ Highlights:
- ★Real-time telemetry capture
- ★GUI integration with surgical robots
🛠️ Tech Stack:
Teaching & Mentorship
Dedicated educator and mentor with 6+ years of teaching experience and 67+ direct mentees across graduate and undergraduate levels.
Direct Mentorship at ARAS Lab
Total Researchers
Guided and mentored
10
M.Sc. Graduates
16
M.Sc. Current
19
B.Sc. Graduates
22
B.Sc. Current
Mentorship Focus
- 🎯Problem-Solving: Teaching systematic approach to research challenges
- 💡Innovation: Fostering creative thinking and novel applications
- 📚Technical Excellence: Mentoring in cutting-edge AI & robotics
- 🚀Career Development: Guiding professional and academic growth
Instructor
Robotics & Machine Vision
2026K. N. Toosi University of Technology
Co-taught with Prof. Hamid D. Taghirad
Robotics & Machine Vision Laboratory
2026K. N. Toosi University of Technology
Hands-on laboratory sessions
Head Teaching Assistant
AI & Machine Learning
Professor: Dr. Mahdi Aliyari-Shoorehdeli
Control Systems & Robotics
Professor: Prof. Hamid D. Taghirad
Book Content Development
Teaching Philosophy
I believe in hands-on, project-based learning that bridges theory and practice. My mentorship focuses on developing independent problem-solvers, critical thinkers, and innovation leaders. I emphasize not just technical skills, but also communication, collaboration, and ethical responsibility in AI and engineering.
Research Grants & Funding
Secured prestigious research grants and funding from premier national and international institutions, totaling millions in research investment.
Design and Implementation of an Explainable AI (XAI) System for Cataract Surgery Video Analysis
ActiveThe Vice-Presidency for Science, Technology and Knowledge Based Economy
Smart Surgical Learning Management System (LMS) with AI-Driven Assessment
ActiveTehran University of Medical Sciences
Design and Implementation of an AI-Powered System for Phase Recognition and Skill Assessment in Cataract Surgery Videos
ActiveIran National Science Foundation (INSF)
Intelligent Ecosystems: Pentacam KC Analysis, Cataract Video Analysis, and Gamified Physical Cataract Simulator Kits
ActiveFarabi Eye Hospital Research Center
Augmented Reality (AR) Surgical Capsulorhexis Simulator
ActiveNational Center for Strategic Research in Medical Education
AI-based surgical skill assessment of capsulorhexis surgery via comprehensive video dataset development
CompletedJoint INSF & NIMAD National Grant
Research Focus Areas
Surgical AI & Computer Vision
Advanced deep learning for surgical video analysis, instrument tracking, skill assessment, and adverse event detection.
Medical Imaging & Diagnostics
AI-driven diagnostic systems for ophthalmology, dental imaging, and general medical imaging.
Robotics & Medical Robotics
Robotic surgery platforms, haptic feedback systems, and robotic skill assessment.
Training & Simulation Technology
VR/MR surgical simulators, gamification, and objective skill assessment systems.
Research Impact & Outcomes
📊
6+
Active Grants
💡
8+
Research Projects
🎯
3
Patent-Pending Innovations
Interested in collaboration or research partnerships?
Get In TouchPublications & Research
17+ publications in top-tier venues (IEEE, JAMA, arXiv) covering surgical AI, medical imaging, and robotics.
Cataract-LMM: Large-Scale, Multi-Source, Multi-Task Benchmark for Deep Learning in Surgical Video Analysis
Mohammad Javad Ahmadi et al.
Automated diagnosis of plus form and early stages of ROP using deep learning models
Mohammad Javad Ahmadi et al.
Evaluating Force and Motion in Posterior Vitreous Detachment Maneuvers Using a Robotic Data Acquisition
Mohammad Javad Ahmadi et al.
AI-Powered Framework for Cataract Surgery Video Optimization
Mohammad Javad Ahmadi et al.
Development and Integration of a GUI with Real-Time Data Logging for RCM-Based Robotic Surgery
Mohammad Javad Ahmadi et al.
AugmenTory: A Fast and Flexible Polygon Augmentation Library
Mohammad Javad Ahmadi et al.
Video-based Surgical Skill Assessment using Tree-based Gaussian Process Classifier
Mohammad Javad Ahmadi et al.
Advanced Deep Learning-Based Approach for Tooth Detection and Dental Cavity Segmentation
Mohammad Javad Ahmadi et al.
AI-Driven Keratoconus Detection: Integrating Medical Insights for Enhanced Diagnosis
Mohammad Javad Ahmadi et al.
Toward Keratoconus Diagnosis: Dataset Creation and AI Network Examination
Mohammad Javad Ahmadi et al.
Image Processing and Machine Vision in Surgery and Its Training
Mohammad Javad Ahmadi et al.
Surgical Instrument Tracking for Capsulorhexis Eye Surgery Based on Siamese Networks
Mohammad Javad Ahmadi et al.
An Observer-Based Responsive Variable Impedance Control for Dual-User Haptic Training System
Mohammad Javad Ahmadi et al.
ARAS-Farabi Experimental Framework for Skill Assessment in Capsulorhexis Surgery
Mohammad Javad Ahmadi et al.
Adaptive Robust Impedance Control of Haptic Systems for Skill Transfer
Mohammad Javad Ahmadi et al.
Closed-form Inverse kinematics Equations of a Robotic Finger Mechanism
Mohammad Javad Ahmadi et al.
Resilient Consensus in Double-Integrator Systems with Switching Networks Facing Smart Attacks
Mohammad Javad Ahmadi et al.
View full publication list on Google Scholar
Google Scholar ProfileHonors & Awards
Recognition for innovation, research excellence, and contribution to the scientific community.
Innovation & Startup Leadership
Selected for 'Level Up' (Amii's CTO Coaching Program)
Jan 2025Alberta Machine Intelligence Institute (Amii)
Chosen by Amii for scaling high-potential, ML-driven startups with exclusive executive coaching.
Top 15 Startup at Startup TNT Summit X
2024Startup TNT
Achieved as CTO of MediversAI, recognized among high-growth investment-ready startups in Canada.
Top 8 Startup at BioAlberta's Life Sciences Week
2024BioAlberta
Selected for pitch competition showcasing breakthrough health-tech innovations.
National Awards & Grants
National Grant for Pioneering PhD Dissertations (INSF)
2025Iran National Science Foundation
Awarded for cutting-edge research in Artificial Intelligence.
First-Place PhD Project Award
Winter 2024Faculty of Electrical and Computer Engineering, KNTU
Selected as the top project in the department for exceptional research contribution.
Peer Review & Editorial Excellence
Distinguished Reviewer for JAMA Network Open
Sep 2025JAMA Network
Official recognition for high-quality peer review contributions to the journal.
Top 5% Peer Reviewer for JAMA Network Open
Winter 2024JAMA Network
Recognized for the volume and quality of scientific peer reviews.
Academic Rankings & Competitive Exams
Ranked 9th
2022National PhD Entrance Exam
Control Engineering competitive admission (among top candidates nationwide).
Ranked 1st
20216th Festival of Selected Seminars
Electrical and Computer Engineering academic competition.
Top 0.1%
2015National University Entrance Exam
Among 180,000+ participants in competitive national university entrance exam.
Recognition Impact
🏆
5+
Major Awards
🎓
Top 0.1%
Academic Performance
📊
30+
Publications & Grants
Get In Touch
Open to opportunities, collaborations, research partnerships, mentorship, and speaking engagements.
Location
Tehran, Iran & International (Remote)
Open to opportunities worldwide
Availability
Open to
- 🚀 Collaboration & Partnerships
- 📚 Mentorship & Teaching
- 🎤 Speaking Engagements
Further information and proofs are available upon request.
Get In Touch© 2025 Mohammad Javad Ahmadi. All rights reserved.