Professional Profile
Industry experience, technical skills, and professional projects in Machine Learning, Software Engineering, and Autonomous Systems
PhD in Robotics & AI
Stevens Institute of Technology
Perfect 4.0 GPA
Graduate Studies
6+ Years Experience
ML & Computer Vision
Based in NJ, USA
Immediate Start Available
Experience
Stevens Institute of Technology
Hoboken, NJ
Aug 2019 - Present
Leading research in autonomous manufacturing systems using Deep Learning and Reinforcement Learning. Developing real-time defect detection and control algorithms for additive manufacturing processes.
Key Achievements:
- ▪Designed labeling assistant dashboard for database creation with MATLAB achieving 10x efficiency increase
- ▪Developed deep learning model for melt pool image processing using TensorFlow reducing processing time from 120s to <1s
- ▪Implemented Machine Learning methods for feature extraction using Hybrid Convolutional Auto Encoder-Decoders
- ▪Developed Reinforcement Learning-based controller for anomaly detection and error mitigation (Patent in progress)
- ▪Automated multi-language command exchange between Python, MATLAB, and C#
- ▪Established two publicly accessible databases for smart manufacturing research
Technologies:
Johnson & Johnson (Janssen Research)
Titusville, NJ
May 2023 - Sep 2023
Developed web-based data visualization dashboards and automation tools for financial analytics and database integration across therapeutic areas.
Key Achievements:
- ▪Designed web-based dashboard using Dash Plotly for real-time visualization of finances and budgets across various Therapeutic Areas
- ▪Created Azure-based web application to automate database integration with SharePoint
- ▪Established ODBC connections to Teradata and Denodo data lakes for live data integration
- ▪Developed various creative data visualizations and dashboard designs with API for enhanced data accessibility
- ▪Implemented Linux-based Rich Text Format (RTF) converter to PDF for confidential data online preview
- ▪Gained hands-on experience with Git and Bitbucket for team collaboration
Technologies:
Sharif University of Technology
Tehran, Iran
Aug 2018 - Jan 2019
Developed IoT and automation systems including auto-irrigation and educational software applications.
Key Achievements:
- ▪Designed and implemented auto-irrigation system in Arduino with $8,000 funding raise and startup foundation
- ▪Provided technical support for software design, model fabrication, testing, and documentation
- ▪Developed auto-grading application in MATLAB UI leading to startup foundation
Technologies:
Dr. Robot
Tehran, Iran
Jan 2018 - Aug 2018
Developed VR-based educational software for pronunciation training with comprehensive testing and validation.
Key Achievements:
- ▪Supervised and implemented Virtual Reality equipment and sensor synchronization
- ▪Designed and developed 10 interactive VR-based software programs in Unity for pronunciation training
- ▪Proctored 10 in-field software tests with 58 subjects achieving successful proof of concept
- ▪Established libraries for automation including Text-To-Speech conversion, animation creation, and VR synchronization
Technologies:
Skills
Projects
Featured Projects
2021 - 2023
Developed AI-based application for real-time melt pool analysis using point cloud data in direct energy deposition additive manufacturing. Achieved processing time reduction from 120 seconds to less than 1 second using deep learning models.
2020 - 2023
Implemented Reinforcement Learning-based controller for anomaly detection and error mitigation in additive manufacturing processes. Patent pending for the autonomous process adjustment algorithm.
2020 - 2021
Developed machine learning solution for in-plane surface anomaly identification in additive manufacturing using point cloud data and advanced ML techniques.
2021 - 2022
Created and published comprehensive image-based dataset of artifact surfaces fabricated by additive manufacturing with applications in machine learning research.
Other Projects
2023 - 2023
Designed and deployed web-based dashboard using Dash Plotly for real-time visualization of finances and budgets across various Therapeutic Areas with Azure integration and live data lake connections.
2018 - 2018
Developed 10 interactive VR-based software programs in Unity for pronunciation training with successful proof of concept validated through testing with 58 subjects.