Mobile BCI for Game-based Motor Training and Neurorehabilitation
A volunteer wearing EMOTIV Flex 2 EEG headset controlling our mBCI maze game in iPad in real-time.
Mobile BCI with a low-latency closed loop between wearable EEG and a game engine. Built on AsyncDCNN, a coherence-based neuromorphic model with cross-session and cross-subject transfer for robust decoding of motor intent. AsyncDCNN introduces a coherence-based perceptron that models stable synaptic states with graded updates from pre- and post-synaptic activity. This supports asynchronous, parallel learning across forward, backward, and lateral pathways for reliable real-time decoding under non-stationary EEG.
mHealth ecosystem (motorlearning.games) for pediatric motor assessment and learning analytics
iPad-based neuromotor assessment for upper-limb performance in children. Integrates games, EEG, and IMU sensors to quantify spatiotemporal movement trajectories and learning dynamics.
- Developed gamified mHealth tests for upper-limb assessment
- Integrated VICON, EEG, and IMU sensors for multimodal motor analytics
- Built AWS-based data storage and analysis pipeline
- Validated with pediatric cohorts (term, preterm, and cerebral palsy)
- A Deep Learning Framework for Assessing Pediatric Upper-limb Motor Control and Gamified Mobile Rehabilitation. IEEE Transactions on Neural Systems and Rehabilitation Engineering (Under Review).
- Gamified mHealth System for Evaluating Upper Limb Motor Performance in Children: JMIR Serious Games, 2025.
- Self-Supervised Learning to Quantify Motor Control Strategies. ASNR 2025.
- Motor Skill Learning in School-Age Children Tested with a Gamified Mobile Health System. Archives of Physical Medicine and Rehabilitation, 2025.
- Implementing a Novel Bimanual Visuomotor Game on an iPad to Assess Motor Skill Retention Among Children Born Term & Preterm. The American Journal of Occupational Therapy, 2025.
- A scoping review on mobile health technology for assessment and intervention of upper limb motor function in children with motor impairments. Games for Health Journal, 2024.
HIPAAChecker.health - Healthcare Security and Privacy Assessment
Security and privacy assessment platform for mHealth apps using static + dynamic analysis and HIPAA-aligned risk scoring.
- HIPAA threat model with 272 security patterns across four categories
- Risk score integrates CVSS v4.0 and NIST SP 800-66r2
- Annotated dataset of 78 healthcare apps; validated with expert review
- Built static/dynamic analysis pipelines for HIPAA compliance screening
- Developed HIPAAScoring risk model with CVSS v4.0 + NIST SP 800-66r2
- Deployed HIPAA LLM API infrastructure on AWS and integrated into platform
- HIPAAScoring: Vulnerability Scoring Model for HIPAA Security and Privacy Assessment. ACM Transactions on Privacy and Security (Under Review).
- Enhancing HIPAA Compliance in AI-driven mHealth Devices Security and Privacy. IEEE COMPSAC 2024.
- A comparative study on HIPAA technical safeguards assessment of android mHealth applications. Smart Health 2022.
National Clinical Data Warehouse (NCDW) Bangladesh
A comprehensive clinical big data research platform designed to handle large-scale healthcare data analytics. The system features advanced data integration, ETL pipelines, and machine learning capabilities for clinical research and decision support.
- Wrapper API-based data integration system
- ETL pipeline and Central Data Repository
- Data marts and OLAP Engine implementation
- Advanced data visualization using Superset
- Machine learning pipeline for model deployment
NBA-Search Analytics
An open-source NBA analytics platform providing comprehensive basketball statistics and player analysis. I contributed to the implementation of advanced clustering algorithms and machine learning techniques for player performance evaluation and team analytics.
- Implemented clustering algorithms (KNN, K-Means)
- Developed player similarity analysis features
- Created advanced statistical comparison tools
- Contributed to open-source basketball analytics community
vInternship.org - Supporting Blended Learning Environment Connecting Interns, Universities and Industries
A revolutionary virtual internship platform designed to seamlessly connect industry professionals, universities, and interns. The platform facilitates remote collaboration, skill development, and professional networking in a virtual environment.
- Designed platform architecture and virtual internship protocols
- Led and mentored a team of five developers
- Conducted comprehensive research and optimization studies
- Implemented industry-university collaboration frameworks
Robotic Process Automation (RPA) to Automate Banking Operations
A comprehensive Robotic Process Automation system developed for Bank Asia Ltd. The solution automates repetitive banking processes, improves operational efficiency, and reduces manual errors through intelligent automation workflows.
- Designed automation system for Bank Asia Ltd operations
- Implemented client requirements using Agile Scrum methodology
- Developed clean, robust, and reusable automation modules
- Significantly reduced manual processing time and errors
Digital Document Archive System for Planning Commission of Bangladesh Government
A government-level digital archival system developed for the Planning Commission of Bangladesh. This comprehensive solution digitizes, processes, and manages historical documents with advanced OCR capabilities for Bengali text recognition.
- Designed and developed comprehensive ETL pipeline
- Conducted R&D for Bengali Optical Character Recognition
- Collaborated with cross-functional development teams
- Implemented document digitization and archival workflows